Reading guide
The supplied orientation, reading order and correction list. Its folder totals describe an earlier snapshot.
Incoprea / Research archive / 3 November 2026
A working collection of measurement questions, mathematical arguments, computational tests and public-data reanalyses, with the corrections and unsuccessful tests kept beside the ideas.
344 research pages · 20 CSV files · original code and supporting outputs included
I have now run seven computational investigations based on the November 3 ideas. These are actual numerical calculations using explicit assumptions and reproducible Python code, not laboratory experiments or confirmed inventions.
| Investigation | Result | Interpretation |
|---|---|---|
| 1. Measurement optimizer | 31.6% lower estimation error | Promising computational proof of concept |
| 2. Sensor calibration | Error reduced from 0.1276 to 0.0306 | Strong synthetic demonstration |
| 3. Electronics ageing | Second marker differed by 4.03× | Demonstrated ability to distinguish thermal histories |
| 4. Thermal coating | 59.18 W/m² theoretical difference | Idealized calculation; material feasibility unproven |
| 5. Scientific-claim checker | Better predictions in all 30 simulated cases | Strong demonstration under an intentionally omitted-variable model |
| 6. Sampling verification | Missed rare particles in 46.8% of 25-particle samples | Quantified an important sampling limitation |
| 7. Sorbent sensor | Estimated loading error decreased from 0.2531 to 0.0738 | Promising simulated reference compensation |
These findings establish that the mathematical approaches can behave as expected under selected assumptions. They do not yet demonstrate novelty, independent replication, real-world performance, or superiority over established methods.
Author-supplied results summary. The seven investigations’ numerical results and reproducibility have not been independently checked during this page update.
The supplied orientation, reading order and correction list. Its folder totals describe an earlier snapshot.
A later supplied screening note reports prior-work hits for four selected claims; it is not a systematic review.
The author’s ranked selection of conditional mathematics, computed results and checked claims.
Ten items presented as proofs under stated assumptions. Preserved as supplied; not independently re-proved for publication.
A supplied mathematical counting argument about measurement weightings and unknowns.
A supplied public-catalogue reanalysis, with magnitude-scale differences and a floating-point correction.
The original pages record model failures, revised conjectures, estimator dependence and measurement limits. Read later corrections alongside earlier claims. The reading guide and original master index are historical snapshots: this complete publication index reflects the files actually present in the Nov3 folder.
The supplied literature check describes a limited titles-and-snippets search. Its interpretations and originality claims remain the author’s working assessments. Counts from overlapping catalogues and revisions must not be added as distinct discoveries.
Search page titles and filenames, or filter by series. Each link opens the original supplied HTML.
344 pages
| Research page | Series | Size |
|---|---|---|
| 1,000 verified claims: overviewIncoprea_1K_00_Overview.html | Reports & reading guides | 4.5 KB |
| F10: Johnson noise floorIncoprea_1K_F10_Family.html | Reports & reading guides | 15.8 KB |
| F1: Parity of crossing countsIncoprea_1K_F1_Family.html | Reports & reading guides | 16.7 KB |
| F2: Reference-ratio spread in conductivityIncoprea_1K_F2_Family.html | Reports & reading guides | 17.7 KB |
| F3: Estimator disagreement in tail indicesIncoprea_1K_F3_Family.html | Reports & reading guides | 16.3 KB |
| F4: Derived-variable inflation of R-squaredIncoprea_1K_F4_Family.html | Reports & reading guides | 17.5 KB |
| F5: Truncation bias in the meanIncoprea_1K_F5_Family.html | Reports & reading guides | 16.9 KB |
| F6: Creep preload loss at 24 hoursIncoprea_1K_F6_Family.html | Reports & reading guides | 16.5 KB |
| F7: Coffin-Manson thermal fatigueIncoprea_1K_F7_Family.html | Reports & reading guides | 17.8 KB |
| F8: Cavitation erosion scalingIncoprea_1K_F8_Family.html | Reports & reading guides | 15.2 KB |
| F9: Gy sampling mass requirementIncoprea_1K_F9_Family.html | Reports & reading guides | 15.9 KB |
| 25,000 leads in new industrial domains: methodIncoprea_25K_00_Method.html | Generated catalogues & methods | 9.3 KB |
| Lead catalogue 1/12Incoprea_25K_01_Catalogue.html | Generated catalogues & methods | 271.4 KB |
| Lead catalogue 2/12Incoprea_25K_02_Catalogue.html | Generated catalogues & methods | 278.1 KB |
| Lead catalogue 3/12Incoprea_25K_03_Catalogue.html | Generated catalogues & methods | 275.8 KB |
| Lead catalogue 4/12Incoprea_25K_04_Catalogue.html | Generated catalogues & methods | 275.9 KB |
| Lead catalogue 5/12Incoprea_25K_05_Catalogue.html | Generated catalogues & methods | 280.4 KB |
| Lead catalogue 6/12Incoprea_25K_06_Catalogue.html | Generated catalogues & methods | 278.5 KB |
| Lead catalogue 7/12Incoprea_25K_07_Catalogue.html | Generated catalogues & methods | 283.9 KB |
| Lead catalogue 8/12Incoprea_25K_08_Catalogue.html | Generated catalogues & methods | 282.8 KB |
| Lead catalogue 9/12Incoprea_25K_09_Catalogue.html | Generated catalogues & methods | 283.9 KB |
| Lead catalogue 10/12Incoprea_25K_10_Catalogue.html | Generated catalogues & methods | 285.1 KB |
| Lead catalogue 11/12Incoprea_25K_11_Catalogue.html | Generated catalogues & methods | 286.0 KB |
| Lead catalogue 12/12Incoprea_25K_12_Catalogue.html | Generated catalogues & methods | 290.2 KB |
| Top 40 industrial auditsIncoprea_25K_13_Top40.html | Generated catalogues & methods | 7.4 KB |
| Third project: results, good and badIncoprea_25K_14_Results.html | Generated catalogues & methods | 7.5 KB |
| 20,000 practical research leads: methodIncoprea_2K_00_Method.html | Generated catalogues & methods | 6.8 KB |
| Lead catalogue 1/10Incoprea_2K_01_Catalogue.html | Generated catalogues & methods | 289.1 KB |
| Lead catalogue 2/10Incoprea_2K_02_Catalogue.html | Generated catalogues & methods | 286.5 KB |
| Lead catalogue 3/10Incoprea_2K_03_Catalogue.html | Generated catalogues & methods | 294.9 KB |
| Lead catalogue 4/10Incoprea_2K_04_Catalogue.html | Generated catalogues & methods | 298.8 KB |
| Lead catalogue 5/10Incoprea_2K_05_Catalogue.html | Generated catalogues & methods | 298.3 KB |
| Lead catalogue 6/10Incoprea_2K_06_Catalogue.html | Generated catalogues & methods | 301.0 KB |
| Lead catalogue 7/10Incoprea_2K_07_Catalogue.html | Generated catalogues & methods | 304.3 KB |
| Lead catalogue 8/10Incoprea_2K_08_Catalogue.html | Generated catalogues & methods | 307.1 KB |
| Lead catalogue 9/10Incoprea_2K_09_Catalogue.html | Generated catalogues & methods | 309.7 KB |
| Lead catalogue 10/10Incoprea_2K_10_Catalogue.html | Generated catalogues & methods | 313.0 KB |
| Top 50 leads with testing detailIncoprea_2K_11_Top50.html | Generated catalogues & methods | 12.2 KB |
| Four trap tests behind the 20,000 leadsIncoprea_2K_12_Tests.html | Generated catalogues & methods | 7.0 KB |
| The best 1,000: overview and methodIncoprea_BEST_00_Overview.html | Reports & reading guides | 4.1 KB |
| Tier A: the ten results that are proofsIncoprea_BEST_01_Proofs.html | Reports & reading guides | 5.2 KB |
| Tier B: computed results, ranked by magnitudeIncoprea_BEST_02_Computed.html | Reports & reading guides | 44.7 KB |
| Tier C: verified claims 1/5Incoprea_BEST_03_Claims.html | Reports & reading guides | 19.8 KB |
| Tier C: verified claims 2/5Incoprea_BEST_04_Claims.html | Reports & reading guides | 19.7 KB |
| Tier C: verified claims 3/5Incoprea_BEST_05_Claims.html | Reports & reading guides | 20.1 KB |
| Tier C: verified claims 4/5Incoprea_BEST_06_Claims.html | Reports & reading guides | 19.8 KB |
| Tier C: verified claims 5/5Incoprea_BEST_07_Claims.html | Reports & reading guides | 20.1 KB |
| Incoprea Research — batch 1, five pagesIncoprea_Batch1_Index_2026-11-03.html | Reports & reading guides | 4.1 KB |
| Dimensionless laws, spreads, and what a law has to specifyIncoprea_Batch1_Page1_2026-11-03.html | Reports & reading guides | 15.6 KB |
| Reversals, model freedom, and the constraint protocolIncoprea_Batch1_Page2_2026-11-03.html | Reports & reading guides | 19.8 KB |
| Re-scoring the existing record, and a real-data replicationIncoprea_Batch1_Page3_2026-11-03.html | Reports & reading guides | 18.4 KB |
| Idea sweep: 116 hypotheses across ten domainsIncoprea_Batch1_Page4_2026-11-03.html | Reports & reading guides | 29.2 KB |
| Index, status, and fifteen hypotheses from the existing recordIncoprea_Batch1_Page5_2026-11-03.html | Reports & reading guides | 59.1 KB |
| Extreme metrology: methodIncoprea_EXT_00_Method.html | Generated catalogues & methods | 7.5 KB |
| Extreme metrology catalogue 1/10Incoprea_EXT_01_Catalogue.html | Generated catalogues & methods | 205.3 KB |
| Extreme metrology catalogue 2/10Incoprea_EXT_02_Catalogue.html | Generated catalogues & methods | 200.5 KB |
| Extreme metrology catalogue 3/10Incoprea_EXT_03_Catalogue.html | Generated catalogues & methods | 191.7 KB |
| Extreme metrology catalogue 4/10Incoprea_EXT_04_Catalogue.html | Generated catalogues & methods | 195.6 KB |
| Extreme metrology catalogue 5/10Incoprea_EXT_05_Catalogue.html | Generated catalogues & methods | 209.3 KB |
| Extreme metrology catalogue 6/10Incoprea_EXT_06_Catalogue.html | Generated catalogues & methods | 214.2 KB |
| Extreme metrology catalogue 7/10Incoprea_EXT_07_Catalogue.html | Generated catalogues & methods | 207.9 KB |
| Extreme metrology catalogue 8/10Incoprea_EXT_08_Catalogue.html | Generated catalogues & methods | 202.0 KB |
| Extreme metrology catalogue 9/10Incoprea_EXT_09_Catalogue.html | Generated catalogues & methods | 208.3 KB |
| Extreme metrology catalogue 10/10Incoprea_EXT_10_Catalogue.html | Generated catalogues & methods | 213.2 KB |
| Extreme metrology: computed testsIncoprea_EXT_11_Results.html | Generated catalogues & methods | 2.9 KB |
| Failure forensics: methodIncoprea_FOR_00_Method.html | Generated catalogues & methods | 7.3 KB |
| Failure forensics catalogue 1/10Incoprea_FOR_01_Catalogue.html | Generated catalogues & methods | 199.6 KB |
| Failure forensics catalogue 2/10Incoprea_FOR_02_Catalogue.html | Generated catalogues & methods | 196.8 KB |
| Failure forensics catalogue 3/10Incoprea_FOR_03_Catalogue.html | Generated catalogues & methods | 191.9 KB |
| Failure forensics catalogue 4/10Incoprea_FOR_04_Catalogue.html | Generated catalogues & methods | 199.2 KB |
| Failure forensics catalogue 5/10Incoprea_FOR_05_Catalogue.html | Generated catalogues & methods | 196.3 KB |
| Failure forensics catalogue 6/10Incoprea_FOR_06_Catalogue.html | Generated catalogues & methods | 193.8 KB |
| Failure forensics catalogue 7/10Incoprea_FOR_07_Catalogue.html | Generated catalogues & methods | 200.2 KB |
| Failure forensics catalogue 8/10Incoprea_FOR_08_Catalogue.html | Generated catalogues & methods | 206.5 KB |
| Failure forensics catalogue 9/10Incoprea_FOR_09_Catalogue.html | Generated catalogues & methods | 202.1 KB |
| Failure forensics catalogue 10/10Incoprea_FOR_10_Catalogue.html | Generated catalogues & methods | 200.7 KB |
| Failure forensics: computed testsIncoprea_FOR_11_Results.html | Generated catalogues & methods | 3.0 KB |
| Reading guide: what is in this folder and what to read firstIncoprea_GUIDE_2026-11-03.html | Reports & reading guides | 9.8 KB |
| Hand-considered hypotheses, 1–100Incoprea_HAND_001-100_2026-11-03.html | Handwritten series | 33.3 KB |
| Hand-considered hypotheses, 1001–1100: fluids, turbulence and multiphase flowIncoprea_HAND_1001-1100_Fluids_2026-11-03.html | Handwritten series | 43.4 KB |
| Hand-considered hypotheses, 101–200: soft and biological matterIncoprea_HAND_101-200_SoftMatter_2026-11-03.html | Handwritten series | 53.6 KB |
| Hand-considered hypotheses, 1101–1200Incoprea_HAND_1101-1200_Synthesis_2026-11-03.html | Handwritten series | 50.7 KB |
| Hand-considered hypotheses, 1201–1300: polymers and compositesIncoprea_HAND_1201-1300_Polymers_2026-11-03.html | Handwritten series | 47.3 KB |
| Hand-considered hypotheses, 1301–1400: separation science and analytical chemistryIncoprea_HAND_1301-1400_Separation_2026-11-03.html | Handwritten series | 57.9 KB |
| Hand-considered hypotheses, 1401–1500Incoprea_HAND_1401-1500_HeatTransfer_2026-11-03.html | Handwritten series | 42.5 KB |
| Hand-considered hypotheses, 1501–1600Incoprea_HAND_1501-1600_Control_2026-11-03.html | Handwritten series | 49.1 KB |
| Hand-considered hypotheses, 1601–1700: radiation and particle measurementIncoprea_HAND_1601-1700_Radiation_2026-11-03.html | Handwritten series | 46.7 KB |
| Hand-considered hypotheses, 1701–1800Incoprea_HAND_1701-1800_Food_2026-11-03.html | Handwritten series | 43.4 KB |
| Hand-considered hypotheses, 1801–1900Incoprea_HAND_1801-1900_Civil_2026-11-03.html | Handwritten series | 48.3 KB |
| Hand-considered hypotheses, 1901–2000: electronics, instrumentation and the signal chainIncoprea_HAND_1901-2000_Electronics_2026-11-03.html | Handwritten series | 50.6 KB |
| Hand-considered hypotheses, 2001–2100: lubrication, wear and tribologyIncoprea_HAND_2001-2100_Lubrication_2026-11-03.html | Handwritten series | 53.4 KB |
| Energy conversion and storage: hand-considered hypotheses, 201–300Incoprea_HAND_201-300_Energy_2026-11-03.html | Handwritten series | 41.6 KB |
| Hand-considered hypotheses, 2101–2200: metallurgy and phase transformationsIncoprea_HAND_2101-2200_Metallurgy_2026-11-03.html | Handwritten series | 47.4 KB |
| Hand-considered hypotheses, 2201–2300Incoprea_HAND_2201-2300_Corrosion_2026-11-03.html | Handwritten series | 49.3 KB |
| Hand-considered hypotheses, 2301-2400Incoprea_HAND_2301-2400_Geology_2026-11-03.html | Handwritten series | 56.4 KB |
| Hand-considered hypotheses, 2401–2500Incoprea_HAND_2401-2500_Precision_2026-11-03.html | Handwritten series | 40.2 KB |
| Hand-considered hypotheses, 2501–2600: environmental measurementIncoprea_HAND_2501-2600_Environment_2026-11-03.html | Handwritten series | 52.3 KB |
| Hand-considered hypotheses, 2601–2700: non-destructive testing and structural health monitoringIncoprea_HAND_2601-2700_NDT_2026-11-03.html | Handwritten series | 54.8 KB |
| Hand-considered hypotheses, 2701–2800Incoprea_HAND_2701-2800_Reactors_2026-11-03.html | Handwritten series | 45.4 KB |
| Hand-considered hypotheses, 2801–2900Incoprea_HAND_2801-2900_Biomaterials_2026-11-03.html | Handwritten series | 49.3 KB |
| Hand-considered hypotheses, 2901–3000Incoprea_HAND_2901-3000_Standards_2026-11-03.html | Handwritten series | 56.0 KB |
| Hand-considered hypotheses, 3001–3100Incoprea_HAND_3001-3100_Marine_2026-11-03.html | Handwritten series | 39.6 KB |
| Hand-considered hypotheses, 301–400 — Earth, ocean, atmosphereIncoprea_HAND_301-400_Earth_2026-11-03.html | Handwritten series | 41.8 KB |
| Hand-considered hypotheses, 3101–3200: aerospace and space systemsIncoprea_HAND_3101-3200_Aerospace_2026-11-03.html | Handwritten series | 45.4 KB |
| Hand-considered hypotheses, 3201–3300Incoprea_HAND_3201-3300_Wood_2026-11-03.html | Handwritten series | 41.8 KB |
| Hand-considered hypotheses, 3301–3400Incoprea_HAND_3301-3400_Textiles_2026-11-03.html | Handwritten series | 48.9 KB |
| Hand-considered hypotheses, 3401–3500Incoprea_HAND_3401-3500_Glass_2026-11-03.html | Handwritten series | 48.8 KB |
| Hand-considered hypotheses, 3501–3600Incoprea_HAND_3501-3600_Adhesives_2026-11-03.html | Handwritten series | 38.7 KB |
| Hand-considered hypotheses, 3601–3700Incoprea_HAND_3601-3700_FluidPower_2026-11-03.html | Handwritten series | 45.8 KB |
| Hand-considered hypotheses, 3701–3800Incoprea_HAND_3701-3800_Refrigeration_2026-11-03.html | Handwritten series | 40.9 KB |
| Hand-considered hypotheses, 3801–3900Incoprea_HAND_3801-3900_SurfaceFinish_2026-11-03.html | Handwritten series | 55.5 KB |
| Hand-considered hypotheses, 3901–4000Incoprea_HAND_3901-4000_Packaging_2026-11-03.html | Handwritten series | 44.4 KB |
| Hand-considered hypotheses, 4001–4100Incoprea_HAND_4001-4100_Steel_2026-11-03.html | Handwritten series | 43.7 KB |
| Hand-considered hypotheses, 401–500 — Surface science and catalysisIncoprea_HAND_401-500_Catalysis_2026-11-03.html | Handwritten series | 48.9 KB |
| Hand-considered hypotheses, 4101–4200: extractive metallurgyIncoprea_HAND_4101-4200_Hydromet_2026-11-03.html | Handwritten series | 51.3 KB |
| Hand-considered hypotheses, 4201–4300Incoprea_HAND_4201-4300_BatteryMfg_2026-11-03.html | Handwritten series | 52.7 KB |
| Hand-considered hypotheses, 4301–4400Incoprea_HAND_4301-4400_SemiPackaging_2026-11-03.html | Handwritten series | 50.3 KB |
| Hand-considered hypotheses, 4401–4500Incoprea_HAND_4401-4500_Automotive_2026-11-03.html | Handwritten series | 54.5 KB |
| Hand-considered hypotheses, 4501–4600Incoprea_HAND_4501-4600_Railway_2026-11-03.html | Handwritten series | 47.7 KB |
| Hand-considered hypotheses, 4601–4700Incoprea_HAND_4601-4700_Water_2026-11-03.html | Handwritten series | 43.3 KB |
| Hand-considered hypotheses, 4701–4800Incoprea_HAND_4701-4800_BuildingServices_2026-11-03.html | Handwritten series | 47.3 KB |
| Hand-considered hypotheses, 4801–4900Incoprea_HAND_4801-4900_Sports_2026-11-03.html | Handwritten series | 48.9 KB |
| Hand-considered hypotheses, 4901–5000Incoprea_HAND_4901-5000_QC_2026-11-03.html | Handwritten series | 42.7 KB |
| Hand-considered hypotheses, 5001–5100Incoprea_HAND_5001-5100_Pharma_2026-11-03.html | Handwritten series | 53.7 KB |
| Hand-considered hypotheses, 501–600Incoprea_HAND_501-600_Manufacturing_2026-11-03.html | Handwritten series | 41.3 KB |
| Hand-considered hypotheses, 5101–5200Incoprea_HAND_5101-5200_Refining_2026-11-03.html | Handwritten series | 39.4 KB |
| Hand-considered hypotheses, 5201–5300Incoprea_HAND_5201-5300_Cement_2026-11-03.html | Handwritten series | 48.3 KB |
| Hand-considered hypotheses, 5301–5400Incoprea_HAND_5301-5400_Fire_2026-11-03.html | Handwritten series | 47.2 KB |
| Hand-considered hypotheses, 5401–5500Incoprea_HAND_5401-5500_Forensic_2026-11-03.html | Handwritten series | 54.0 KB |
| Hand-considered hypotheses, 5501–5600Incoprea_HAND_5501-5600_Heritage_2026-11-03.html | Handwritten series | 43.2 KB |
| Hand-considered hypotheses, 5601–5700Incoprea_HAND_5601-5700_Dyes_2026-11-03.html | Handwritten series | 54.3 KB |
| Hand-considered hypotheses, 5701–5800Incoprea_HAND_5701-5800_Formulation_2026-11-03.html | Handwritten series | 54.9 KB |
| Hand-considered hypotheses, 5801–5900Incoprea_HAND_5801-5900_SpaceWeather_2026-11-03.html | Handwritten series | 55.2 KB |
| Hand-considered hypotheses, 5901–6000Incoprea_HAND_5901-6000_NuclearPlant_2026-11-03.html | Handwritten series | 52.8 KB |
| Hand-considered hypotheses, 601–700 — computation and informationIncoprea_HAND_601-700_Computation_2026-11-03.html | Handwritten series | 51.9 KB |
| Hand-considered hypotheses, 701–800: photonics and optical physicsIncoprea_HAND_701-800_Photonics_2026-11-03.html | Handwritten series | 59.2 KB |
| Hand-considered hypotheses, 801–900: mechanics of materialsIncoprea_HAND_801-900_Mechanics_2026-11-03.html | Handwritten series | 45.5 KB |
| Hand-considered hypotheses, 901–1000: devices and medical physicsIncoprea_HAND_901-1000_Devices_2026-11-03.html | Handwritten series | 40.2 KB |
| Two hybrids: closure dosimetry, and sampling-limited verificationIncoprea_HYBRIDS2_2026-11-03.html | Reports & reading guides | 10.9 KB |
| Hybrid vectors: methodIncoprea_HYB_00_Method.html | Generated catalogues & methods | 6.7 KB |
| Hybrid lead catalogue 1/10Incoprea_HYB_01_Catalogue.html | Generated catalogues & methods | 216.6 KB |
| Hybrid lead catalogue 2/10Incoprea_HYB_02_Catalogue.html | Generated catalogues & methods | 222.3 KB |
| Hybrid lead catalogue 3/10Incoprea_HYB_03_Catalogue.html | Generated catalogues & methods | 224.4 KB |
| Hybrid lead catalogue 4/10Incoprea_HYB_04_Catalogue.html | Generated catalogues & methods | 232.1 KB |
| Hybrid lead catalogue 5/10Incoprea_HYB_05_Catalogue.html | Generated catalogues & methods | 227.5 KB |
| Hybrid lead catalogue 6/10Incoprea_HYB_06_Catalogue.html | Generated catalogues & methods | 225.4 KB |
| Hybrid lead catalogue 7/10Incoprea_HYB_07_Catalogue.html | Generated catalogues & methods | 224.0 KB |
| Hybrid lead catalogue 8/10Incoprea_HYB_08_Catalogue.html | Generated catalogues & methods | 234.0 KB |
| Hybrid lead catalogue 9/10Incoprea_HYB_09_Catalogue.html | Generated catalogues & methods | 229.8 KB |
| Hybrid lead catalogue 10/10Incoprea_HYB_10_Catalogue.html | Generated catalogues & methods | 229.7 KB |
| Eight hybrid deep studiesIncoprea_HYB_11_DeepStudies.html | Generated catalogues & methods | 8.3 KB |
| 20,000 improvements to established methodsIncoprea_IMP_00_Method.html | Generated catalogues & methods | 5.2 KB |
| Improvement catalogue 1/10Incoprea_IMP_01_Catalogue.html | Generated catalogues & methods | 321.8 KB |
| Improvement catalogue 2/10Incoprea_IMP_02_Catalogue.html | Generated catalogues & methods | 327.4 KB |
| Improvement catalogue 3/10Incoprea_IMP_03_Catalogue.html | Generated catalogues & methods | 332.1 KB |
| Improvement catalogue 4/10Incoprea_IMP_04_Catalogue.html | Generated catalogues & methods | 325.1 KB |
| Improvement catalogue 5/10Incoprea_IMP_05_Catalogue.html | Generated catalogues & methods | 329.1 KB |
| Improvement catalogue 6/10Incoprea_IMP_06_Catalogue.html | Generated catalogues & methods | 331.4 KB |
| Improvement catalogue 7/10Incoprea_IMP_07_Catalogue.html | Generated catalogues & methods | 330.1 KB |
| Improvement catalogue 8/10Incoprea_IMP_08_Catalogue.html | Generated catalogues & methods | 331.1 KB |
| Improvement catalogue 9/10Incoprea_IMP_09_Catalogue.html | Generated catalogues & methods | 329.5 KB |
| Improvement catalogue 10/10Incoprea_IMP_10_Catalogue.html | Generated catalogues & methods | 331.3 KB |
| Improvement arithmetic: four checksIncoprea_IMP_11_Results.html | Generated catalogues & methods | 3.9 KB |
| Literature check: are the strongest claims actually new?Incoprea_LITCHECK_2026-11-03.html | Reports & reading guides | 6.8 KB |
| Tail estimation and extremes: two hundred leads and five simulationsIncoprea_Leads_A_Tails_2026-11-03.html | Domain leads & computations | 60.3 KB |
| Reference-dependent measurement: 200 leads and three computationsIncoprea_Leads_B_Reference_2026-11-03.html | Domain leads & computations | 62.2 KB |
| Materials, defects and mechanics — 200 leads and three computationsIncoprea_Leads_E_Materials_2026-11-03.html | Domain leads & computations | 88.0 KB |
| Two hundred leads on data, provenance and replicationIncoprea_Leads_F_Data_2026-11-03.html | Domain leads & computations | 64.7 KB |
| Spectroscopy and diffraction measurement: two hundred leads and six simulationsIncoprea_Leads_I_Spectroscopy_2026-11-03.html | Domain leads & computations | 77.6 KB |
| Electrochemistry and interfaces: 200 leads and five computationsIncoprea_Leads_J_Electrochem_2026-11-03.html | Domain leads & computations | 90.0 KB |
| Two hundred leads on soft matter and fluid measurementIncoprea_Leads_K_SoftMatter_2026-11-03.html | Domain leads & computations | 78.2 KB |
| Molecular and cellular measurement: 200 leads and three computationsIncoprea_Leads_L_BioMeasure_2026-11-03.html | Domain leads & computations | 84.7 KB |
| Earth and planetary measurement: two hundred leads, four computations and one proofIncoprea_Leads_M_Earth_2026-11-03.html | Domain leads & computations | 88.0 KB |
| Acoustics, vibration and mechanical wave measurement: 200 leads, three computations, one proofIncoprea_Leads_N_Acoustics_2026-11-03.html | Domain leads & computations | 80.9 KB |
| Two hundred leads on photonics and imaging measurementIncoprea_Leads_O_Photonics_2026-11-03.html | Domain leads & computations | 82.2 KB |
| Statistical inference for scientific measurement: 200 leads, three computations and one proofIncoprea_Leads_P_Inference_2026-11-03.html | Domain leads & computations | 85.9 KB |
| Incoprea master indexIncoprea_MASTER_INDEX_2026-11-03.html | Reports & reading guides | 25.4 KB |
| The integral-identifiability law: you need as many weightings as unknownsIncoprea_ORIG_IntegralLaw_2026-11-03.html | Reports & reading guides | 11.5 KB |
| A parity theorem for selectivity crossings, and the refutation of the two-crossing conjectureIncoprea_P10_Parity_2026-11-03.html | Reports & reading guides | 8.0 KB |
| Estimator dependence, parity for Hill channels, and eight more auditsIncoprea_P11_Batch2_2026-11-03.html | Reports & reading guides | 29.3 KB |
| From screens to designs: four branches, evolvedIncoprea_P12_Designs_2026-11-03.html | Reports & reading guides | 16.8 KB |
| One hundred new leads, and ten of them testedIncoprea_P13_HundredLeads_2026-11-03.html | Reports & reading guides | 24.4 KB |
| Design rules tested: three break, one holdsIncoprea_P14_RulesTested_2026-11-03.html | Reports & reading guides | 8.3 KB |
| Minimal construction: a two-channel double switchIncoprea_P15_Minimal_2026-11-03.html | Reports & reading guides | 7.4 KB |
| Dimensionless numbers are not enoughIncoprea_P1_Dimensionless_2026-11-03.html | Reports & reading guides | 11.3 KB |
| Reversals that are artefacts of freedomIncoprea_P2_Reversals_2026-11-03.html | Reports & reading guides | 8.6 KB |
| Three constraint tests, one of which failedIncoprea_P3_Constraints_2026-11-03.html | Reports & reading guides | 7.2 KB |
| Theory notes: bounds, spreads, and freedomIncoprea_P4_Theory_2026-11-03.html | Reports & reading guides | 6.3 KB |
| Batch index and statusIncoprea_P5_Index_2026-11-03.html | Reports & reading guides | 6.8 KB |
| New hypotheses from the existing recordIncoprea_P6_New_Ideas_2026-11-03.html | Reports & reading guides | 13.1 KB |
| Re-scoring the existing records, and the two-crossing conjectureIncoprea_P7_Rescoring_2026-11-03.html | Reports & reading guides | 10.1 KB |
| Idea sweep: 116 hypothesesIncoprea_P8_IdeaSweep_2026-11-03.html | Reports & reading guides | 29.0 KB |
| H203 re-analysed from live catalogue data: one claim holds, one does notIncoprea_P9_FireballReplication_2026-11-03.html | Reports & reading guides | 10.0 KB |
| The practical 1,200 — selection and first testsIncoprea_PRACTICAL_1200_2026-11-03.html | Reports & reading guides | 546.2 KB |
| Ten items from the best 1,000, extendedIncoprea_R2_00_TenExtendable.html | Reports & reading guides | 12.4 KB |
| b-value across three years: a stable pooled value, a large scale spread, and a floating-point artefactIncoprea_R3_BValueYears_2026-11-03.html | Reports & reading guides | 8.2 KB |
| Random-stimulus project: methodIncoprea_RAND_00_Method.html | Generated catalogues & methods | 7.1 KB |
| Generated lead catalogue 1/12Incoprea_RAND_01_Catalogue.html | Generated catalogues & methods | 517.4 KB |
| Generated lead catalogue 2/12Incoprea_RAND_02_Catalogue.html | Generated catalogues & methods | 522.1 KB |
| Generated lead catalogue 3/12Incoprea_RAND_03_Catalogue.html | Generated catalogues & methods | 522.0 KB |
| Generated lead catalogue 4/12Incoprea_RAND_04_Catalogue.html | Generated catalogues & methods | 533.5 KB |
| Generated lead catalogue 5/12Incoprea_RAND_05_Catalogue.html | Generated catalogues & methods | 535.8 KB |
| Generated lead catalogue 6/12Incoprea_RAND_06_Catalogue.html | Generated catalogues & methods | 537.9 KB |
| Generated lead catalogue 7/12Incoprea_RAND_07_Catalogue.html | Generated catalogues & methods | 537.2 KB |
| Generated lead catalogue 8/12Incoprea_RAND_08_Catalogue.html | Generated catalogues & methods | 546.9 KB |
| Generated lead catalogue 9/12Incoprea_RAND_09_Catalogue.html | Generated catalogues & methods | 555.4 KB |
| Generated lead catalogue 10/12Incoprea_RAND_10_Catalogue.html | Generated catalogues & methods | 555.6 KB |
| Generated lead catalogue 11/12Incoprea_RAND_11_Catalogue.html | Generated catalogues & methods | 556.5 KB |
| Generated lead catalogue 12/12Incoprea_RAND_12_Catalogue.html | Generated catalogues & methods | 558.2 KB |
| Top 40 generated leadsIncoprea_RAND_13_Top40.html | Generated catalogues & methods | 11.5 KB |
| What random-stimulus generation actually yieldsIncoprea_RAND_14_MethodYield.html | Generated catalogues & methods | 6.4 KB |
| Real-data test: the b-value, its estimators, and a bigger effect underneathIncoprea_REAL_BValue_2026-11-03.html | Reports & reading guides | 9.5 KB |
| Repair and recovery: methodIncoprea_REC_00_Method.html | Generated catalogues & methods | 7.6 KB |
| Repair and recovery catalogue 1/10Incoprea_REC_01_Catalogue.html | Generated catalogues & methods | 221.0 KB |
| Repair and recovery catalogue 2/10Incoprea_REC_02_Catalogue.html | Generated catalogues & methods | 223.1 KB |
| Repair and recovery catalogue 3/10Incoprea_REC_03_Catalogue.html | Generated catalogues & methods | 223.6 KB |
| Repair and recovery catalogue 4/10Incoprea_REC_04_Catalogue.html | Generated catalogues & methods | 210.4 KB |
| Repair and recovery catalogue 5/10Incoprea_REC_05_Catalogue.html | Generated catalogues & methods | 220.7 KB |
| Repair and recovery catalogue 6/10Incoprea_REC_06_Catalogue.html | Generated catalogues & methods | 225.0 KB |
| Repair and recovery catalogue 7/10Incoprea_REC_07_Catalogue.html | Generated catalogues & methods | 218.7 KB |
| Repair and recovery catalogue 8/10Incoprea_REC_08_Catalogue.html | Generated catalogues & methods | 218.7 KB |
| Repair and recovery catalogue 9/10Incoprea_REC_09_Catalogue.html | Generated catalogues & methods | 225.0 KB |
| Repair and recovery catalogue 10/10Incoprea_REC_10_Catalogue.html | Generated catalogues & methods | 226.5 KB |
| Repair and recovery: computed testsIncoprea_REC_11_Results.html | Generated catalogues & methods | 2.7 KB |
| 1,000 scaling claims: overviewMirror_1K_00_Overview.html | Mirror studies | 3.5 KB |
| G10 familyMirror_1K_G10_Family.html | Mirror studies | 15.6 KB |
| G1 familyMirror_1K_G1_Family.html | Mirror studies | 18.1 KB |
| G2 familyMirror_1K_G2_Family.html | Mirror studies | 18.5 KB |
| G3 familyMirror_1K_G3_Family.html | Mirror studies | 16.3 KB |
| G4 familyMirror_1K_G4_Family.html | Mirror studies | 17.2 KB |
| G5 familyMirror_1K_G5_Family.html | Mirror studies | 15.9 KB |
| G6 familyMirror_1K_G6_Family.html | Mirror studies | 15.6 KB |
| G7 familyMirror_1K_G7_Family.html | Mirror studies | 15.6 KB |
| G8 familyMirror_1K_G8_Family.html | Mirror studies | 18.3 KB |
| G9 familyMirror_1K_G9_Family.html | Mirror studies | 18.0 KB |
| Agricultural and food processing: methodMirror_AGR_00_Method.html | Mirror studies | 7.1 KB |
| Agricultural and food processing catalogue 1/10Mirror_AGR_01_Catalogue.html | Mirror studies | 206.3 KB |
| Agricultural and food processing catalogue 2/10Mirror_AGR_02_Catalogue.html | Mirror studies | 219.1 KB |
| Agricultural and food processing catalogue 3/10Mirror_AGR_03_Catalogue.html | Mirror studies | 218.2 KB |
| Agricultural and food processing catalogue 4/10Mirror_AGR_04_Catalogue.html | Mirror studies | 205.5 KB |
| Agricultural and food processing catalogue 5/10Mirror_AGR_05_Catalogue.html | Mirror studies | 213.8 KB |
| Agricultural and food processing catalogue 6/10Mirror_AGR_06_Catalogue.html | Mirror studies | 210.8 KB |
| Agricultural and food processing catalogue 7/10Mirror_AGR_07_Catalogue.html | Mirror studies | 207.9 KB |
| Agricultural and food processing catalogue 8/10Mirror_AGR_08_Catalogue.html | Mirror studies | 204.5 KB |
| Agricultural and food processing catalogue 9/10Mirror_AGR_09_Catalogue.html | Mirror studies | 200.1 KB |
| Agricultural and food processing catalogue 10/10Mirror_AGR_10_Catalogue.html | Mirror studies | 210.8 KB |
| Agricultural and food processing: computed checksMirror_AGR_11_Results.html | Mirror studies | 1.9 KB |
| Bio-inspired hybrid vectors: methodMirror_BIO_00_Method.html | Mirror studies | 5.8 KB |
| Bio-hybrid catalogue 1/10Mirror_BIO_01_Catalogue.html | Mirror studies | 214.0 KB |
| Bio-hybrid catalogue 2/10Mirror_BIO_02_Catalogue.html | Mirror studies | 211.4 KB |
| Bio-hybrid catalogue 3/10Mirror_BIO_03_Catalogue.html | Mirror studies | 204.9 KB |
| Bio-hybrid catalogue 4/10Mirror_BIO_04_Catalogue.html | Mirror studies | 203.6 KB |
| Bio-hybrid catalogue 5/10Mirror_BIO_05_Catalogue.html | Mirror studies | 210.4 KB |
| Bio-hybrid catalogue 6/10Mirror_BIO_06_Catalogue.html | Mirror studies | 210.2 KB |
| Bio-hybrid catalogue 7/10Mirror_BIO_07_Catalogue.html | Mirror studies | 219.4 KB |
| Bio-hybrid catalogue 8/10Mirror_BIO_08_Catalogue.html | Mirror studies | 211.0 KB |
| Bio-hybrid catalogue 9/10Mirror_BIO_09_Catalogue.html | Mirror studies | 205.3 KB |
| Bio-hybrid catalogue 10/10Mirror_BIO_10_Catalogue.html | Mirror studies | 213.4 KB |
| Bio-hybrid scaling checksMirror_BIO_11_Results.html | Mirror studies | 2.4 KB |
| Civil structures and buildings: methodMirror_CIV_00_Method.html | Mirror studies | 7.0 KB |
| Civil structures and buildings catalogue 1/10Mirror_CIV_01_Catalogue.html | Mirror studies | 210.7 KB |
| Civil structures and buildings catalogue 2/10Mirror_CIV_02_Catalogue.html | Mirror studies | 199.1 KB |
| Civil structures and buildings catalogue 3/10Mirror_CIV_03_Catalogue.html | Mirror studies | 211.8 KB |
| Civil structures and buildings catalogue 4/10Mirror_CIV_04_Catalogue.html | Mirror studies | 205.5 KB |
| Civil structures and buildings catalogue 5/10Mirror_CIV_05_Catalogue.html | Mirror studies | 207.4 KB |
| Civil structures and buildings catalogue 6/10Mirror_CIV_06_Catalogue.html | Mirror studies | 204.5 KB |
| Civil structures and buildings catalogue 7/10Mirror_CIV_07_Catalogue.html | Mirror studies | 201.6 KB |
| Civil structures and buildings catalogue 8/10Mirror_CIV_08_Catalogue.html | Mirror studies | 206.4 KB |
| Civil structures and buildings catalogue 9/10Mirror_CIV_09_Catalogue.html | Mirror studies | 201.6 KB |
| Civil structures and buildings catalogue 10/10Mirror_CIV_10_Catalogue.html | Mirror studies | 205.0 KB |
| Civil structures and buildings: computed checksMirror_CIV_11_Results.html | Mirror studies | 1.9 KB |
| Consumer product safety and reliability: methodMirror_CSR_00_Method.html | Mirror studies | 7.0 KB |
| Consumer product safety and reliability catalogue 1/10Mirror_CSR_01_Catalogue.html | Mirror studies | 204.4 KB |
| Consumer product safety and reliability catalogue 2/10Mirror_CSR_02_Catalogue.html | Mirror studies | 218.7 KB |
| Consumer product safety and reliability catalogue 3/10Mirror_CSR_03_Catalogue.html | Mirror studies | 197.7 KB |
| Consumer product safety and reliability catalogue 4/10Mirror_CSR_04_Catalogue.html | Mirror studies | 208.4 KB |
| Consumer product safety and reliability catalogue 5/10Mirror_CSR_05_Catalogue.html | Mirror studies | 202.1 KB |
| Consumer product safety and reliability catalogue 6/10Mirror_CSR_06_Catalogue.html | Mirror studies | 209.9 KB |
| Consumer product safety and reliability catalogue 7/10Mirror_CSR_07_Catalogue.html | Mirror studies | 212.3 KB |
| Consumer product safety and reliability catalogue 8/10Mirror_CSR_08_Catalogue.html | Mirror studies | 213.3 KB |
| Consumer product safety and reliability catalogue 9/10Mirror_CSR_09_Catalogue.html | Mirror studies | 216.7 KB |
| Consumer product safety and reliability catalogue 10/10Mirror_CSR_10_Catalogue.html | Mirror studies | 202.1 KB |
| Consumer product safety and reliability: computed checksMirror_CSR_11_Results.html | Mirror studies | 2.0 KB |
| Frontier laboratory technique (random stimulus): methodMirror_LAB_00_Method.html | Mirror studies | 7.2 KB |
| Frontier laboratory technique (random stimulus) catalogue 1/10Mirror_LAB_01_Catalogue.html | Mirror studies | 219.0 KB |
| Frontier laboratory technique (random stimulus) catalogue 2/10Mirror_LAB_02_Catalogue.html | Mirror studies | 219.6 KB |
| Frontier laboratory technique (random stimulus) catalogue 3/10Mirror_LAB_03_Catalogue.html | Mirror studies | 217.1 KB |
| Frontier laboratory technique (random stimulus) catalogue 4/10Mirror_LAB_04_Catalogue.html | Mirror studies | 213.7 KB |
| Frontier laboratory technique (random stimulus) catalogue 5/10Mirror_LAB_05_Catalogue.html | Mirror studies | 211.7 KB |
| Frontier laboratory technique (random stimulus) catalogue 6/10Mirror_LAB_06_Catalogue.html | Mirror studies | 208.3 KB |
| Frontier laboratory technique (random stimulus) catalogue 7/10Mirror_LAB_07_Catalogue.html | Mirror studies | 211.7 KB |
| Frontier laboratory technique (random stimulus) catalogue 8/10Mirror_LAB_08_Catalogue.html | Mirror studies | 209.8 KB |
| Frontier laboratory technique (random stimulus) catalogue 9/10Mirror_LAB_09_Catalogue.html | Mirror studies | 223.5 KB |
| Frontier laboratory technique (random stimulus) catalogue 10/10Mirror_LAB_10_Catalogue.html | Mirror studies | 218.6 KB |
| Frontier laboratory technique (random stimulus): computed checksMirror_LAB_11_Results.html | Mirror studies | 2.0 KB |
| Clinical and physiological measurement: methodMirror_MED_00_Method.html | Mirror studies | 7.1 KB |
| Clinical and physiological measurement catalogue 1/10Mirror_MED_01_Catalogue.html | Mirror studies | 211.2 KB |
| Clinical and physiological measurement catalogue 2/10Mirror_MED_02_Catalogue.html | Mirror studies | 206.5 KB |
| Clinical and physiological measurement catalogue 3/10Mirror_MED_03_Catalogue.html | Mirror studies | 208.4 KB |
| Clinical and physiological measurement catalogue 4/10Mirror_MED_04_Catalogue.html | Mirror studies | 210.4 KB |
| Clinical and physiological measurement catalogue 5/10Mirror_MED_05_Catalogue.html | Mirror studies | 212.3 KB |
| Clinical and physiological measurement catalogue 6/10Mirror_MED_06_Catalogue.html | Mirror studies | 212.8 KB |
| Clinical and physiological measurement catalogue 7/10Mirror_MED_07_Catalogue.html | Mirror studies | 208.4 KB |
| Clinical and physiological measurement catalogue 8/10Mirror_MED_08_Catalogue.html | Mirror studies | 220.1 KB |
| Clinical and physiological measurement catalogue 9/10Mirror_MED_09_Catalogue.html | Mirror studies | 208.9 KB |
| Clinical and physiological measurement catalogue 10/10Mirror_MED_10_Catalogue.html | Mirror studies | 214.3 KB |
| Clinical and physiological measurement: computed checksMirror_MED_11_Results.html | Mirror studies | 2.0 KB |
| Circular manufacturing and remanufacture: methodMirror_REM_00_Method.html | Mirror studies | 7.3 KB |
| Circular manufacturing and remanufacture catalogue 1/10Mirror_REM_01_Catalogue.html | Mirror studies | 217.1 KB |
| Circular manufacturing and remanufacture catalogue 2/10Mirror_REM_02_Catalogue.html | Mirror studies | 220.6 KB |
| Circular manufacturing and remanufacture catalogue 3/10Mirror_REM_03_Catalogue.html | Mirror studies | 221.6 KB |
| Circular manufacturing and remanufacture catalogue 4/10Mirror_REM_04_Catalogue.html | Mirror studies | 218.2 KB |
| Circular manufacturing and remanufacture catalogue 5/10Mirror_REM_05_Catalogue.html | Mirror studies | 212.8 KB |
| Circular manufacturing and remanufacture catalogue 6/10Mirror_REM_06_Catalogue.html | Mirror studies | 230.4 KB |
| Circular manufacturing and remanufacture catalogue 7/10Mirror_REM_07_Catalogue.html | Mirror studies | 221.6 KB |
| Circular manufacturing and remanufacture catalogue 8/10Mirror_REM_08_Catalogue.html | Mirror studies | 216.2 KB |
| Circular manufacturing and remanufacture catalogue 9/10Mirror_REM_09_Catalogue.html | Mirror studies | 215.2 KB |
| Circular manufacturing and remanufacture catalogue 10/10Mirror_REM_10_Catalogue.html | Mirror studies | 215.3 KB |
| Circular manufacturing and remanufacture: computed checksMirror_REM_11_Results.html | Mirror studies | 1.9 KB |
| Software and data method improvements: methodMirror_SOF_00_Method.html | Mirror studies | 7.1 KB |
| Software and data method improvements catalogue 1/10Mirror_SOF_01_Catalogue.html | Mirror studies | 207.2 KB |
| Software and data method improvements catalogue 2/10Mirror_SOF_02_Catalogue.html | Mirror studies | 210.8 KB |
| Software and data method improvements catalogue 3/10Mirror_SOF_03_Catalogue.html | Mirror studies | 202.9 KB |
| Software and data method improvements catalogue 4/10Mirror_SOF_04_Catalogue.html | Mirror studies | 200.5 KB |
| Software and data method improvements catalogue 5/10Mirror_SOF_05_Catalogue.html | Mirror studies | 210.3 KB |
| Software and data method improvements catalogue 6/10Mirror_SOF_06_Catalogue.html | Mirror studies | 217.6 KB |
| Software and data method improvements catalogue 7/10Mirror_SOF_07_Catalogue.html | Mirror studies | 207.8 KB |
| Software and data method improvements catalogue 8/10Mirror_SOF_08_Catalogue.html | Mirror studies | 205.9 KB |
| Software and data method improvements catalogue 9/10Mirror_SOF_09_Catalogue.html | Mirror studies | 205.4 KB |
| Software and data method improvements catalogue 10/10Mirror_SOF_10_Catalogue.html | Mirror studies | 214.2 KB |
| Software and data method improvements: computed checksMirror_SOF_11_Results.html | Mirror studies | 2.0 KB |
| Utilities and infrastructure: methodMirror_UTL_00_Method.html | Mirror studies | 7.1 KB |
| Utilities and infrastructure catalogue 1/10Mirror_UTL_01_Catalogue.html | Mirror studies | 205.8 KB |
| Utilities and infrastructure catalogue 2/10Mirror_UTL_02_Catalogue.html | Mirror studies | 213.3 KB |
| Utilities and infrastructure catalogue 3/10Mirror_UTL_03_Catalogue.html | Mirror studies | 200.6 KB |
| Utilities and infrastructure catalogue 4/10Mirror_UTL_04_Catalogue.html | Mirror studies | 214.7 KB |
| Utilities and infrastructure catalogue 5/10Mirror_UTL_05_Catalogue.html | Mirror studies | 211.8 KB |
| Utilities and infrastructure catalogue 6/10Mirror_UTL_06_Catalogue.html | Mirror studies | 215.2 KB |
| Utilities and infrastructure catalogue 7/10Mirror_UTL_07_Catalogue.html | Mirror studies | 213.3 KB |
| Utilities and infrastructure catalogue 8/10Mirror_UTL_08_Catalogue.html | Mirror studies | 209.4 KB |
| Utilities and infrastructure catalogue 9/10Mirror_UTL_09_Catalogue.html | Mirror studies | 211.8 KB |
| Utilities and infrastructure catalogue 10/10Mirror_UTL_10_Catalogue.html | Mirror studies | 207.9 KB |
| Utilities and infrastructure: computed checksMirror_UTL_11_Results.html | Mirror studies | 1.9 KB |
| incoprea-five-refined-20261103incoprea-five-refined-20261103.html | Reports & reading guides | 20.7 KB |
The source ZIP includes the Nov3 folder and the companion incoprea_nov3 code, saved results and input data. Python caches and bytecode are excluded. Original file contents are preserved; scripts have not been executed for this publication.
File checksums establish preservation, not scientific validity. Source data provenance, units, external references and any reuse terms remain in the supplied files. The archive contains AI-assisted research material; publication does not establish peer review.