Datasets:
DOI:
License:
{
"what": "the per-step rate readings, fit-free as primary and a floor-anchored refit as secondary",
"why": "B10's single exponential has NEGATIVE R^2 at every start point (-175 at iteration 1,000) and its reported statistic is the slope at D->0, the region its linearised estimator ignores; observed 1,000-step turnover at the first checkpoint is 0.6908 against the 0.0107 it reported",
"definition_1_primary": {
"name": "excess over the instrument, fit-free",
"quantity": "for a pair (i, j): the construct's change between i and j MINUS the twin disagreement at the earlier reference i",
"twin_floor": {
"5pct_set": "1 - |twin1 n twin2| / K at reference i",
"bands": "1 - the band's own twin ceiling at reference i",
"graded": "1 - cosine(twin1, twin2) at reference i, and the Spearman analogue"
},
"windows_steps": [
[
900,
1100
],
[
5000,
10000
],
[
20000,
30000
],
[
50000,
100000
]
],
"pooling": "median over P1's constructs; 1,000-draw construct bootstrap",
"no_model": true
},
"definition_2_secondary": {
"name": "floor-anchored refit",
"model": "turnover(t, D) = c(t) + A(t)(1 - exp(-r(t) D))",
"c_fixed_at": "the measured twin turnover at t, not fitted",
"estimator": "nonlinear least squares on the ORIGINAL scale (scipy curve_fit), not the linearised log form B10 used",
"reporting_rule": "R^2 beside every rate; a rate is reported ONLY where R^2 > 0.8"
},
"fixed_before_computing": true,
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},
"secondary_summary": {
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"median_r2": 0.8117972052639127
},
"q2pct": {
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},
"q5pct": {
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},
"abs1sd": {
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},
"abs2sd": {
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},
"abs3sd": {
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},
"cosine": {
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},
"spearman": {
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},
"carrier5": {
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"median_r2": 0.8207148465496322
}
},
"minutes": 3.734842316309611,
"provenance": {
"inputs": [
"validation/paper2/b14/<c>.npz",
"validation/paper2/b3_allpairs/<c>.npz",
"validation/carriers/*.npz",
"the local concept store"
],
"reference": null,
"battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad",
"code_commit": "3325b25",
"design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026"
}
}
{
"what": "the per-step rate readings, fit-free as primary and a floor-anchored refit as secondary",
"why": "B10's single exponential has NEGATIVE R^2 at every start point (-175 at iteration 1,000) and its reported statistic is the slope at D->0, the region its linearised estimator ignores; observed 1,000-step turnover at the first checkpoint is 0.6908 against the 0.0107 it reported",
"definition_1_primary": {
"name": "excess over the instrument, fit-free",
"quantity": "for a pair (i, j): the construct's change between i and j MINUS the twin disagreement at the earlier reference i",
"twin_floor": {
"5pct_set": "1 - |twin1 n twin2| / K at reference i",
"bands": "1 - the band's own twin ceiling at reference i",
"graded": "1 - cosine(twin1, twin2) at reference i, and the Spearman analogue"
},
"windows_steps": [
[
900,
1100
],
[
5000,
10000
],
[
20000,
30000
],
[
50000,
100000
]
],
"pooling": "median over P1's constructs; 1,000-draw construct bootstrap",
"no_model": true
},
"definition_2_secondary": {
"name": "floor-anchored refit",
"model": "turnover(t, D) = c(t) + A(t)(1 - exp(-r(t) D))",
"c_fixed_at": "the measured twin turnover at t, not fitted",
"estimator": "nonlinear least squares on the ORIGINAL scale (scipy curve_fit), not the linearised log form B10 used",
"reporting_rule": "R^2 beside every rate; a rate is reported ONLY where R^2 > 0.8"
},
"fixed_before_computing": true,
"primary": {
"q1pct": {
"~1,000": [
{
"start_iter": 1000,
"n_pairs": 1,
"n_constructs": 169,
"median_excess": 0.7344315134614886,
"ci95": [
0.7198240358456801,
0.741735252269393
],
"median_twin_floor": 0.17355932203389834
},
{
"start_iter": 2000,
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"n_constructs": 169,
"median_excess": 0.5631994147428432,
"ci95": [
0.5477601224294677,
0.5754128890827275
],
"median_twin_floor": 0.16135593220338984
},
{
"start_iter": 3000,
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"median_excess": 0.46581623063745253,
"ci95": [
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0.47557483721134675
],
"median_twin_floor": 0.14847457627118643
},
{
"start_iter": 4000,
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"median_excess": 0.39764800176367904,
"ci95": [
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],
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},
{
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"median_excess": 0.35950625465573427,
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],
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},
{
"start_iter": 6000,