Datasets:
DOI:
License:
| { | |
| "branch": "pretrain", | |
| "n_p2": 166, | |
| "pilot_30": [ | |
| "AnnAssign", | |
| "Assert", | |
| "Assign", | |
| "Attribute", | |
| "AugAssign", | |
| "BinOp", | |
| "BoolOp", | |
| "Call", | |
| "Compare", | |
| "Delete", | |
| "Dict", | |
| "For", | |
| "FunctionDef", | |
| "GeneratorExp", | |
| "If", | |
| "IfExp", | |
| "ImportFrom", | |
| "List", | |
| "ListComp", | |
| "NamedExpr", | |
| "Pass", | |
| "Return", | |
| "Set", | |
| "Slice", | |
| "Starred", | |
| "Subscript", | |
| "Tuple", | |
| "UnaryOp", | |
| "While", | |
| "With" | |
| ], | |
| "pilot_disclosure": { | |
| "extrapolated_date_form": { | |
| "spearman": -0.3, | |
| "n": 30, | |
| "p": 0.1 | |
| }, | |
| "measured_turnover_form": { | |
| "spearman": 0.54, | |
| "n": 30, | |
| "p": 0.002 | |
| }, | |
| "status": "both exploratory; the phase battery's reading is reported with and without these 30 constructs" | |
| }, | |
| "c3": { | |
| "n_p3": { | |
| "product": 0, | |
| "layer": 12 | |
| }, | |
| "verdict_threshold": 43, | |
| "powered_threshold": 84, | |
| "verdict": "NO VERDICT on P2: |P3| is below C3's threshold in both spaces, so step 0b's clause applies -- P2 is reported as the correlation with its interval and no verdict" | |
| }, | |
| "step1_clause": { | |
| "product": { | |
| "status": "UNDETERMINED", | |
| "n": 0, | |
| "why": "fewer than three constructs are dated under both thetas", | |
| "primary": "aft", | |
| "note": "the clause promotes the Spearman only on a positive finding; an undetermined condition leaves the AFT primary and is reported as undetermined, not as a negative" | |
| }, | |
| "layer": { | |
| "status": "NOT DECIDABLE BY THE CONTRACT", | |
| "spearman_between_thetas": 0.8186813186813187, | |
| "n_dated_under_both": 13, | |
| "thetas": [ | |
| 0.7, | |
| 0.75 | |
| ], | |
| "pilot_observed_range": [ | |
| 0.89, | |
| 1.0 | |
| ], | |
| "below_the_pilot_range": true, | |
| "primary": "aft", | |
| "note": "the plan names no cut for 'reference-dependent', so the AFT stays primary by default and the measured agreement is reported; whether the choice matters is answered by `primary_choice_is_material`, not by a threshold", | |
| "primary_choice_is_material|with_pilot": false, | |
| "primary_choice_is_material|without_pilot": false | |
| } | |
| }, | |
| "spearman": { | |
| "product|with_pilot": { | |
| "n": 162, | |
| "distinct_ranks": 1, | |
| "n_censored": 162, | |
| "n_dated": 0, | |
| "spearman": null, | |
| "why": "the date column has a single rank (1): every construct is censored, so a rank correlation against it is undefined rather than zero" | |
| }, | |
| "product|without_pilot": { | |
| "n": 149, | |
| "distinct_ranks": 1, | |
| "n_censored": 149, | |
| "n_dated": 0, | |
| "spearman": null, | |
| "why": "the date column has a single rank (1): every construct is censored, so a rank correlation against it is undefined rather than zero" | |
| }, | |
| "layer|with_pilot": { | |
| "n": 162, | |
| "distinct_ranks": 2, | |
| "n_censored": 151, | |
| "n_dated": 11, | |
| "n_distinct_dates": 1, | |
| "measures": "whether a construct is DATED AT ALL against its frequency -- not which dates come first: all dated constructs share one checkpoint, so there is no order among the dates to correlate with", | |
| "is_the_p2_quantity": false, | |
| "spearman": 0.34959273278345204, | |
| "permutation_interval": [ | |
| -0.15025517080503958, | |
| 0.15832642460323285 | |
| ], | |
| "permutation_p": 0.0, | |
| "n_draws": 10000 | |
| }, | |
| "layer|without_pilot": { | |
| "n": 149, | |
| "distinct_ranks": 2, | |
| "n_censored": 138, | |
| "n_dated": 11, | |
| "n_distinct_dates": 1, | |
| "measures": "whether a construct is DATED AT ALL against its frequency -- not which dates come first: all dated constructs share one checkpoint, so there is no order among the dates to correlate with", | |
| "is_the_p2_quantity": false, | |
| "spearman": 0.35653302896317635, | |
| "permutation_interval": [ | |
| -0.16049424501310475, | |
| 0.1638098375975422 | |
| ], | |
| "permutation_p": 0.0, | |
| "n_draws": 10000 | |
| } | |
| }, | |
| "aft": { | |
| "product|with_pilot|lognormal": { | |
| "n": 162, | |
| "n_events": 0, | |
| "fit": null, | |
| "why": "fewer than ten events: a regression on this column would be an interval and not an estimate" | |
| }, | |
| "product|with_pilot|weibull": { | |
| "n": 162, | |
| "n_events": 0, | |
| "fit": null, | |
| "why": "fewer than ten events: a regression on this column would be an interval and not an estimate" | |
| }, | |
| "product|without_pilot|lognormal": { | |
| "n": 149, | |
| "n_events": 0, | |
| "fit": null, | |
| "why": "fewer than ten events: a regression on this column would be an interval and not an estimate" | |
| }, | |
| "product|without_pilot|weibull": { | |
| "n": 149, | |
| "n_events": 0, | |
| "fit": null, | |
| "why": "fewer than ten events: a regression on this column would be an interval and not an estimate" | |
| }, | |
| "layer|with_pilot|lognormal": { | |
| "n": 162, | |
| "n_events": 11, | |
| "n_composite": 7, | |
| "composite_entered": false, | |
| "names": [ | |
| "intercept", | |
| "log_frequency", | |
| "frame:builtin reference", | |
| "frame:header+suite", | |
| "frame:operand position" | |
| ], | |
| "fit": { | |
| "converged": true, | |
| "nll": 89.43949528683751, | |
| "beta": [ | |
| 32.06600246481953, | |
| 0.1308126910623666, | |
| -2.3770635976505643, | |
| 0.7653762631852457, | |
| 6.386974448601922 | |
| ], | |
| "log_scale": -0.8436829018411521, | |
| "dist": "lognormal", | |
| "n": 162 | |
| }, | |
| "coefficients": { | |
| "intercept": { | |
| "beta": 32.06600246481953, | |
| "lo": 29.93682029391696, | |
| "hi": 63.682749363684046, | |
| "excludes_zero": true | |
| }, | |
| "log_frequency": { | |
| "beta": 0.1308126910623666, | |
| "lo": 0.09245074199399071, | |
| "hi": 0.1843977302659035, | |
| "excludes_zero": true | |
| }, | |
| "frame:builtin reference": { | |
| "beta": -2.3770635976505643, | |
| "lo": -34.07627087080867, | |
| "hi": -0.09620066180980985, | |
| "excludes_zero": true | |
| }, | |
| "frame:header+suite": { | |
| "beta": 0.7653762631852457, | |
| "lo": -31.398092800336816, | |
| "hi": 27.479738698376675, | |
| "excludes_zero": false | |
| }, | |
| "frame:operand position": { | |
| "beta": 6.386974448601922, | |
| "lo": -9.380539736820449, | |
| "hi": 98.63599914214178, | |
| "excludes_zero": false | |
| } | |
| }, | |
| "permutation_p_log_frequency": 0.0, | |
| "n_bootstrap": 200, | |
| "n_permutations": 200 | |
| }, | |
| "layer|with_pilot|weibull": { | |
| "n": 162, | |
| "n_events": 11, | |
| "n_composite": 7, | |
| "composite_entered": false, | |
| "names": [ | |
| "intercept", | |
| "log_frequency", | |
| "frame:builtin reference", | |
| "frame:header+suite", | |
| "frame:operand position" | |
| ], | |
| "fit": { | |
| "converged": true, | |
| "nll": 91.37033871224388, | |
| "beta": [ | |
| 45.10972018027097, | |
| 0.12817763666470106, | |
| -15.358532774155869, | |
| -8.294576149256686, | |
| 13.993049030365688 | |
| ], | |
| "log_scale": -1.33082141078288, | |
| "dist": "weibull", | |
| "n": 162 | |
| }, | |
| "coefficients": { | |
| "intercept": { | |
| "beta": 45.10972018027097, | |
| "lo": 30.05936812597074, | |
| "hi": 74.16854885919483, | |
| "excludes_zero": true | |
| }, | |
| "log_frequency": { | |
| "beta": 0.12817763666470106, | |
| "lo": 0.08401368325582154, | |
| "hi": 0.19500850085382912, | |
| "excludes_zero": true | |
| }, | |
| "frame:builtin reference": { | |
| "beta": -15.358532774155869, | |
| "lo": -44.530362728801386, | |
| "hi": 0.11285317063027606, | |
| "excludes_zero": false | |
| }, | |
| "frame:header+suite": { | |
| "beta": -8.294576149256686, | |
| "lo": -29.80719417472475, | |
| "hi": 44.1163671126458, | |
| "excludes_zero": false | |
| }, | |
| "frame:operand position": { | |
| "beta": 13.993049030365688, | |
| "lo": -12.28710552093677, | |
| "hi": 78.72207075303147, | |
| "excludes_zero": false | |
| } | |
| }, | |
| "permutation_p_log_frequency": 0.0, | |
| "n_bootstrap": 200, | |
| "n_permutations": 200 | |
| }, | |
| "layer|without_pilot|lognormal": { | |
| "n": 149, | |
| "n_events": 11, | |
| "n_composite": 4, | |
| "composite_entered": false, | |
| "names": [ | |
| "intercept", | |
| "log_frequency", | |
| "frame:builtin reference" | |
| ], | |
| "fit": { | |
| "converged": true, | |
| "nll": 89.43949528683788, | |
| "beta": [ | |
| 32.30869495920375, | |
| 0.1308126922553674, | |
| -2.6197560604628167 | |
| ], | |
| "log_scale": -0.8436829248997222, | |
| "dist": "lognormal", | |
| "n": 149 | |
| }, | |
| "coefficients": { | |
| "intercept": { | |
| "beta": 32.30869495920375, | |
| "lo": 30.764814094196627, | |
| "hi": 34.35356998673611, | |
| "excludes_zero": true | |
| }, | |
| "log_frequency": { | |
| "beta": 0.1308126922553674, | |
| "lo": 0.09716133111606483, | |
| "hi": 0.20194203989109735, | |
| "excludes_zero": true | |
| }, | |
| "frame:builtin reference": { | |
| "beta": -2.6197560604628167, | |
| "lo": -4.215686486476544, | |
| "hi": -0.8542930966376433, | |
| "excludes_zero": true | |
| } | |
| }, | |
| "permutation_p_log_frequency": 0.0, | |
| "n_bootstrap": 200, | |
| "n_permutations": 200 | |
| }, | |
| "layer|without_pilot|weibull": { | |
| "n": 149, | |
| "n_events": 11, | |
| "n_composite": 4, | |
| "composite_entered": false, | |
| "names": [ | |
| "intercept", | |
| "log_frequency", | |
| "frame:builtin reference" | |
| ], | |
| "fit": { | |
| "converged": true, | |
| "nll": 91.37033871224492, | |
| "beta": [ | |
| 36.72437359336768, | |
| 0.12817764653690045, | |
| -6.973186098031237 | |
| ], | |
| "log_scale": -1.3308213083352753, | |
| "dist": "weibull", | |
| "n": 149 | |
| }, | |
| "coefficients": { | |
| "intercept": { | |
| "beta": 36.72437359336768, | |
| "lo": 30.837064031132805, | |
| "hi": 52.98799627957624, | |
| "excludes_zero": true | |
| }, | |
| "log_frequency": { | |
| "beta": 0.12817764653690045, | |
| "lo": 0.0885961542952031, | |
| "hi": 0.2158982608197191, | |
| "excludes_zero": true | |
| }, | |
| "frame:builtin reference": { | |
| "beta": -6.973186098031237, | |
| "lo": -23.025825671551743, | |
| "hi": -1.0552733989785184, | |
| "excludes_zero": true | |
| } | |
| }, | |
| "permutation_p_log_frequency": 0.0, | |
| "n_bootstrap": 200, | |
| "n_permutations": 200 | |
| } | |
| }, | |
| "assembly": { | |
| "product|with_pilot": { | |
| "n_composites": 7, | |
| "n_usable_pairs": 0, | |
| "composites": { | |
| "AsyncFor": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Continue": { | |
| "components": [ | |
| "For" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "For": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Global": { | |
| "components": [ | |
| "FunctionDef", | |
| "Assign" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Return": { | |
| "components": [ | |
| "FunctionDef" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Try": { | |
| "components": [ | |
| "ExceptHandler" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "While": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| } | |
| }, | |
| "outcome": "EMPTY", | |
| "why": "no composite has both its own stability date and a date for any construct it obliges, so the assembly rival cannot be tested on this record; the dated set and the composite set do not intersect" | |
| }, | |
| "product|without_pilot": { | |
| "n_composites": 4, | |
| "n_usable_pairs": 0, | |
| "composites": { | |
| "AsyncFor": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Continue": { | |
| "components": [ | |
| "For" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Global": { | |
| "components": [ | |
| "FunctionDef", | |
| "Assign" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Try": { | |
| "components": [ | |
| "ExceptHandler" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| } | |
| }, | |
| "outcome": "EMPTY", | |
| "why": "no composite has both its own stability date and a date for any construct it obliges, so the assembly rival cannot be tested on this record; the dated set and the composite set do not intersect" | |
| }, | |
| "layer|with_pilot": { | |
| "n_composites": 7, | |
| "n_usable_pairs": 0, | |
| "composites": { | |
| "AsyncFor": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Continue": { | |
| "components": [ | |
| "For" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "For": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Global": { | |
| "components": [ | |
| "FunctionDef", | |
| "Assign" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Return": { | |
| "components": [ | |
| "FunctionDef" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Try": { | |
| "components": [ | |
| "ExceptHandler" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "While": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| } | |
| }, | |
| "outcome": "EMPTY", | |
| "why": "no composite has both its own stability date and a date for any construct it obliges, so the assembly rival cannot be tested on this record; the dated set and the composite set do not intersect" | |
| }, | |
| "layer|without_pilot": { | |
| "n_composites": 4, | |
| "n_usable_pairs": 0, | |
| "composites": { | |
| "AsyncFor": { | |
| "components": [ | |
| "Break", | |
| "Continue" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Continue": { | |
| "components": [ | |
| "For" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Global": { | |
| "components": [ | |
| "FunctionDef", | |
| "Assign" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| }, | |
| "Try": { | |
| "components": [ | |
| "ExceptHandler" | |
| ], | |
| "n_components_dated": 0, | |
| "composite_date": null, | |
| "readable": false, | |
| "why": "the composite has no date inside the record" | |
| } | |
| }, | |
| "outcome": "EMPTY", | |
| "why": "no composite has both its own stability date and a date for any construct it obliges, so the assembly rival cannot be tested on this record; the dated set and the composite set do not intersect" | |
| } | |
| }, | |
| "exploratory_cross_reference": { | |
| "with_pilot": { | |
| "column": "curve2_norm", | |
| "beta": -0.27367094241636647, | |
| "interval": [ | |
| -0.4261031903634231, | |
| -0.14117845445229976 | |
| ], | |
| "permutation_p": 0.0, | |
| "status": "EXPLORATORY (A35, step 3's third sense). Frequency predicts the NORM's date, not the stability date C3 names. Reported beside P2, never as P2." | |
| }, | |
| "without_pilot": { | |
| "column": "curve2_norm", | |
| "beta": -0.2957392539329919, | |
| "interval": [ | |
| -0.4311526217591251, | |
| -0.1753695411081646 | |
| ], | |
| "permutation_p": 0.0, | |
| "status": "EXPLORATORY (A35, step 3's third sense). Frequency predicts the NORM's date, not the stability date C3 names. Reported beside P2, never as P2." | |
| } | |
| }, | |
| "withdrawn_by_a38": { | |
| "n_dated_under_the_spacing_check": { | |
| "product": 0, | |
| "layer": 0 | |
| }, | |
| "spacing_dependence_spearman": -0.8131468225548475, | |
| "what": "every verdict-layer coefficient below -- the Spearman and both AFT fits -- is WITHDRAWN: it is computed on twelve dates that are a partner-spacing artefact, not twelve settling dates", | |
| "what_stands": "P2 has NO VERDICT, now because |P3| = 0 in both spaces rather than 12 < 43; the assembly rival is empty; the composite indicator is out; step 1's clause is not decidable by the contract" | |
| }, | |
| "direction": { | |
| "layer|with_pilot|lognormal": { | |
| "beta": 0.1308126910623666, | |
| "excludes_zero": true, | |
| "prediction_is": "negative: frequent constructs settle first", | |
| "observed": "POSITIVE -- the opposite of the prediction", | |
| "but": "C3's condition |P3| >= 43 is not met, and the dated constructs share a single checkpoint, so this is not a verdict in either direction" | |
| }, | |
| "layer|with_pilot|weibull": { | |
| "beta": 0.12817763666470106, | |
| "excludes_zero": true, | |
| "prediction_is": "negative: frequent constructs settle first", | |
| "observed": "POSITIVE -- the opposite of the prediction", | |
| "but": "C3's condition |P3| >= 43 is not met, and the dated constructs share a single checkpoint, so this is not a verdict in either direction" | |
| }, | |
| "layer|without_pilot|lognormal": { | |
| "beta": 0.1308126922553674, | |
| "excludes_zero": true, | |
| "prediction_is": "negative: frequent constructs settle first", | |
| "observed": "POSITIVE -- the opposite of the prediction", | |
| "but": "C3's condition |P3| >= 43 is not met, and the dated constructs share a single checkpoint, so this is not a verdict in either direction" | |
| }, | |
| "layer|without_pilot|weibull": { | |
| "beta": 0.12817764653690045, | |
| "excludes_zero": true, | |
| "prediction_is": "negative: frequent constructs settle first", | |
| "observed": "POSITIVE -- the opposite of the prediction", | |
| "but": "C3's condition |P3| >= 43 is not met, and the dated constructs share a single checkpoint, so this is not a verdict in either direction" | |
| } | |
| } | |
| } |