Datasets:
DOI:
License:
{
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"threshold": 0.5065120702981949,
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},
"GeneratorExp|obliged|comp_for|\u2581for": {
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"If|obliged|bare_colon|:\n": {
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"sensitivity_point_to_point_unit": {
"outcome": "censored",
"why": "the last 1.5x step still exceeds one unit",
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"sensitivity_unit_is": "median |point-to-point change| -- NOT the core-bootstrap SE, used only because this series carries no usable SE",
"n_checkpoints": 35,
"level_first": 0.6280086050844855,
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"level_first": 0.8825038784671398,
"level_last": 0.7098008625091067,
"multi_piece_position": true,
"position_class": "obliged"
},
"IfExp|obliged|ternary_else|\u2581else": {
"outcome": "censored",
"why": "the last 1.5x step still exceeds one unit",
"R": 9.261261391431484,
"noise_unit": 0.14383588254693702,
"last_step": 0.19405604243691532,
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"level_first": 1.6691010639899306,
"level_last": 0.5402068498551227,
"multi_piece_position": false,
"position_class": "obliged"
},
"IfExp|obliged|ternary_if|\u2581if": {
"outcome": "unreadable",
"why": "the range is between one and five noise units",
"R": 1.1313180044242623,
"noise_unit": 0.877599904590485,
"range": 0.9928445727442305,
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"level_first": 5.753147677690274,
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"multi_piece_position": false,
"position_class": "obliged"
},
"Import|scope|scope_use|(js": {
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"why": "this piece is realised by a single core, so there is no between-core spread and C0.5's unit does not exist; A30's rule is not applicable",
"sensitivity_point_to_point_unit": {
"outcome": "censored",
"why": "the last 1.5x step still exceeds one unit",
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"last_step": 0.788822073406644
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"sensitivity_unit_is": "median |point-to-point change| -- NOT the core-bootstrap SE, used only because this series carries no usable SE",
"n_checkpoints": 35,
"level_first": 12.07313117980957,
"level_last": 10.704820733600192,
"multi_piece_position": false,
"position_class": "scope"
},
"ImportFrom|scope|scope_use|(parse": {
"outcome": "no_core_bootstrap_unit",
"why": "this piece is realised by a single core, so there is no between-core spread and C0.5's unit does not exist; A30's rule is not applicable",
"sensitivity_point_to_point_unit": {
"outcome": "censored",
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"to_last": {
"counts": {
"rising": 6,
"flat": 4,
"falling": 11
},
"n": 21,
"majority": "falling",
"share": 0.5238095238095238,
"across_thresholds": {
"10pct|0.5u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"10pct|1.0u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"10pct|2.0u": {
"rising": 4,
"flat": 6,
"falling": 11
},
"20pct|0.5u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"20pct|1.0u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"20pct|2.0u": {
"rising": 4,
"flat": 6,
"falling": 11
},
"5pct|0.5u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"5pct|1.0u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"5pct|2.0u": {
"rising": 4,
"flat": 6,
"falling": 11
}
}
},
"from_84b_to_last": {
"counts": {
"flat": 17,
"rising": 4
},
"n": 21,
"majority": "flat",
"share": 0.8095238095238095,
"across_thresholds": {
"10pct|0.5u": {
"flat": 14,
"rising": 7
},
"10pct|1.0u": {
"flat": 17,
"rising": 4
},
"10pct|2.0u": {
"flat": 18,
"rising": 3
},
"20pct|0.5u": {
"flat": 18,
"rising": 3
},
"20pct|1.0u": {
"flat": 18,
"rising": 3
},
"20pct|2.0u": {
"flat": 18,
"rising": 3
},
"5pct|0.5u": {
"rising": 13,
"flat": 8
},
"5pct|1.0u": {
"rising": 7,
"flat": 14
},
"5pct|2.0u": {
"flat": 17,
"rising": 4
}
}
}
},
"dependent_counting": {
"to_84b": {
"counts": {
"falling": 4
},
"n": 4,
"majority": "falling",
"share": 1.0,
"across_thresholds": {
"10pct|0.5u": {
"falling": 4
},
"10pct|1.0u": {
"falling": 4
},
"10pct|2.0u": {
"falling": 4
},
"20pct|0.5u": {
"falling": 4
},
"20pct|1.0u": {
"falling": 4
},
"20pct|2.0u": {
"falling": 4
},
"5pct|0.5u": {
"falling": 4
},
"5pct|1.0u": {
"falling": 4
},
"5pct|2.0u": {
"falling": 4
}
}
},
"to_last": {
"counts": {
"falling": 4
},
"n": 4,
"majority": "falling",
"share": 1.0,
"across_thresholds": {
"10pct|0.5u": {
"falling": 4
},
"10pct|1.0u": {
"falling": 4
},
"10pct|2.0u": {
"falling": 4
},
"20pct|0.5u": {
"falling": 4
},
"20pct|1.0u": {
"falling": 4
},
"20pct|2.0u": {
"falling": 4
},
"5pct|0.5u": {
"falling": 4
},
"5pct|1.0u": {
"falling": 4
},
"5pct|2.0u": {
"falling": 4
}
}
},
"from_84b_to_last": {
"counts": {
"flat": 4
},
"n": 4,
"majority": "flat",
"share": 1.0,
"across_thresholds": {
"10pct|0.5u": {
"flat": 4
},
"10pct|1.0u": {
"flat": 4
},
"10pct|2.0u": {
"flat": 4
},
"20pct|0.5u": {
"flat": 4
},
"20pct|1.0u": {
"flat": 4
},
"20pct|2.0u": {
"flat": 4
},
"5pct|0.5u": {
"falling": 1,
"flat": 3
},
"5pct|1.0u": {
"falling": 1,
"flat": 3
},
"5pct|2.0u": {
"flat": 4
}
}
}
},
"construct_token": {
"to_84b": {
"counts": {
"flat": 125,
"falling": 17,
"rising": 46
},
"n": 188,
"majority": "flat",
"share": 0.6648936170212766,
"across_thresholds": {
"10pct|0.5u": {
"flat": 123,
"falling": 18,
"rising": 47
},
"10pct|1.0u": {
"flat": 125,
"falling": 17,
"rising": 46
},
"10pct|2.0u": {
"flat": 135,
"falling": 13,
"rising": 40
},
"20pct|0.5u": {
"flat": 169,
"falling": 7,
"rising": 12
},
"20pct|1.0u": {
"flat": 169,
"falling": 7,
"rising": 12
},
"20pct|2.0u": {
"flat": 169,
"falling": 7,
"rising": 12
},
"5pct|0.5u": {
"flat": 73,
"rising": 86,
"falling": 29
},
"5pct|1.0u": {
"flat": 78,
"rising": 83,
"falling": 27
},
"5pct|2.0u": {
"flat": 109,
"rising": 60,
"falling": 19
}
}
},
"to_last": {
"counts": {
"rising": 47,
"flat": 122,
"falling": 19
},
"n": 188,
"majority": "flat",
"share": 0.648936170212766,
"across_thresholds": {
"10pct|0.5u": {
"rising": 47,
"flat": 122,
"falling": 19
},
"10pct|1.0u": {
"rising": 47,
"flat": 122,
"falling": 19
},
"10pct|2.0u": {
"rising": 41,
"flat": 132,
"falling": 15
},
"20pct|0.5u": {
"flat": 171,
"falling": 9,
"rising": 8
},
"20pct|1.0u": {
"flat": 171,
"falling": 9,
"rising": 8
},
"20pct|2.0u": {
"flat": 173,
"falling": 8,
"rising": 7
},
"5pct|0.5u": {
"rising": 82,
"flat": 81,
"falling": 25
},
"5pct|1.0u": {
"rising": 81,
"flat": 83,
"falling": 24
},
"5pct|2.0u": {
"rising": 53,
"flat": 117,
"falling": 18
}
}
},
"from_84b_to_last": {
"counts": {
"flat": 180,
"falling": 3,
"rising": 5
},
"n": 188,
"majority": "flat",
"share": 0.9574468085106383,
"across_thresholds": {
"10pct|0.5u": {
"flat": 178,
"falling": 3,
"rising": 7
},
"10pct|1.0u": {
"flat": 180,
"falling": 3,
"rising": 5
},
"10pct|2.0u": {
"flat": 183,
"falling": 2,
"rising": 3
},
"20pct|0.5u": {
"flat": 186,
"rising": 2
},
"20pct|1.0u": {
"flat": 186,
"rising": 2
},
"20pct|2.0u": {
"flat": 186,
"rising": 2
},
"5pct|0.5u": {
"rising": 26,
"flat": 147,
"falling": 15
},
"5pct|1.0u": {
"rising": 17,
"flat": 157,
"falling": 14
},
"5pct|2.0u": {
"rising": 10,
"flat": 173,
"falling": 5
}
}
}
}
},
"p1_answer": {
"answer_leg": "from_84b_to_last",
"carried_by": [
"forced",
"forced_single_piece",
"dependent_counting"
],
"by_class": {
"forced": {
"answer": {
"counts": {
"flat": 20,
"rising": 4
},
"n": 24,
"majority": "flat",
"share": 0.8333333333333334,
"across_thresholds": {
"10pct|0.5u": {
"flat": 16,
"rising": 8
},
"10pct|1.0u": {
"flat": 20,
"rising": 4
},
"10pct|2.0u": {
"flat": 21,
"rising": 3
},
"20pct|0.5u": {
"flat": 21,
"rising": 3
},
"20pct|1.0u": {
"flat": 21,
"rising": 3
},
"20pct|2.0u": {
"flat": 21,
"rising": 3
},
"5pct|0.5u": {
"rising": 14,
"flat": 10
},
"5pct|1.0u": {
"rising": 7,
"flat": 17
},
"5pct|2.0u": {
"flat": 20,
"rising": 4
}
}
},
"beside": {
"counts": {
"rising": 3,
"falling": 15,
"flat": 6
},
"n": 24,
"majority": "falling",
"share": 0.625,
"across_thresholds": {
"10pct|0.5u": {
"rising": 4,
"falling": 16,
"flat": 4
},
"10pct|1.0u": {
"rising": 3,
"falling": 15,
"flat": 6
},
"10pct|2.0u": {
"rising": 3,
"flat": 10,
"falling": 11
},
"20pct|0.5u": {
"rising": 3,
"falling": 14,
"flat": 7
},
"20pct|1.0u": {
"rising": 3,
"falling": 14,
"flat": 7
},
"20pct|2.0u": {
"rising": 3,
"flat": 10,
"falling": 11
},
"5pct|0.5u": {
"rising": 4,
"falling": 16,
"flat": 4
},
"5pct|1.0u": {
"rising": 3,
"falling": 15,
"flat": 6
},
"5pct|2.0u": {
"rising": 3,
"flat": 10,
"falling": 11
}
}
},
"whole_window_not_the_answer": {
"counts": {
"rising": 6,
"falling": 14,
"flat": 4
},
"n": 24,
"majority": "falling",
"share": 0.5833333333333334,
"across_thresholds": {
"10pct|0.5u": {
"rising": 6,
"falling": 14,
"flat": 4
},
"10pct|1.0u": {
"rising": 6,
"falling": 14,
"flat": 4
},
"10pct|2.0u": {
"rising": 4,
"flat": 9,
"falling": 11
},
"20pct|0.5u": {
"rising": 6,
"flat": 5,
"falling": 13
},
"20pct|1.0u": {
"rising": 6,
"flat": 5,
"falling": 13
},
"20pct|2.0u": {
"rising": 4,
"flat": 9,
"falling": 11
},
"5pct|0.5u": {
"rising": 6,
"falling": 14,
"flat": 4
},
"5pct|1.0u": {
"rising": 6,
"falling": 14,
"flat": 4
},
"5pct|2.0u": {
"rising": 4,
"flat": 9,
"falling": 11
}
}
}
},
"forced_single_piece": {
"answer": {
"counts": {
"flat": 17,
"rising": 4
},
"n": 21,
"majority": "flat",
"share": 0.8095238095238095,
"across_thresholds": {
"10pct|0.5u": {
"flat": 14,
"rising": 7
},
"10pct|1.0u": {
"flat": 17,
"rising": 4
},
"10pct|2.0u": {
"flat": 18,
"rising": 3
},
"20pct|0.5u": {
"flat": 18,
"rising": 3
},
"20pct|1.0u": {
"flat": 18,
"rising": 3
},
"20pct|2.0u": {
"flat": 18,
"rising": 3
},
"5pct|0.5u": {
"rising": 13,
"flat": 8
},
"5pct|1.0u": {
"rising": 7,
"flat": 14
},
"5pct|2.0u": {
"flat": 17,
"rising": 4
}
}
},
"beside": {
"counts": {
"rising": 3,
"flat": 6,
"falling": 12
},
"n": 21,
"majority": "falling",
"share": 0.5714285714285714,
"across_thresholds": {
"10pct|0.5u": {
"rising": 4,
"flat": 4,
"falling": 13
},
"10pct|1.0u": {
"rising": 3,
"flat": 6,
"falling": 12
},
"10pct|2.0u": {
"rising": 3,
"flat": 7,
"falling": 11
},
"20pct|0.5u": {
"rising": 3,
"flat": 7,
"falling": 11
},
"20pct|1.0u": {
"rising": 3,
"flat": 7,
"falling": 11
},
"20pct|2.0u": {
"rising": 3,
"flat": 7,
"falling": 11
},
"5pct|0.5u": {
"rising": 4,
"flat": 4,
"falling": 13
},
"5pct|1.0u": {
"rising": 3,
"flat": 6,
"falling": 12
},
"5pct|2.0u": {
"rising": 3,
"flat": 7,
"falling": 11
}
}
},
"whole_window_not_the_answer": {
"counts": {
"rising": 6,
"flat": 4,
"falling": 11
},
"n": 21,
"majority": "falling",
"share": 0.5238095238095238,
"across_thresholds": {
"10pct|0.5u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"10pct|1.0u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"10pct|2.0u": {
"rising": 4,
"flat": 6,
"falling": 11
},
"20pct|0.5u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"20pct|1.0u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"20pct|2.0u": {
"rising": 4,
"flat": 6,
"falling": 11
},
"5pct|0.5u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"5pct|1.0u": {
"rising": 6,
"flat": 4,
"falling": 11
},
"5pct|2.0u": {
"rising": 4,
"flat": 6,
"falling": 11
}
}
}
},
"dependent_counting": {
"answer": {
"counts": {
"flat": 4
},
"n": 4,
"majority": "flat",
"share": 1.0,
"across_thresholds": {
"10pct|0.5u": {
"flat": 4
},
"10pct|1.0u": {
"flat": 4
},
"10pct|2.0u": {
"flat": 4
},
"20pct|0.5u": {
"flat": 4
},
"20pct|1.0u": {
"flat": 4
},
"20pct|2.0u": {
"flat": 4
},
"5pct|0.5u": {
"falling": 1,
"flat": 3
},
"5pct|1.0u": {
"falling": 1,
"flat": 3
},
"5pct|2.0u": {
"flat": 4
}
}
},
"beside": {
"counts": {
"falling": 4
},
"n": 4,
"majority": "falling",
"share": 1.0,
"across_thresholds": {
"10pct|0.5u": {
"falling": 4
},
"10pct|1.0u": {
"falling": 4
},
"10pct|2.0u": {
"falling": 4
},
"20pct|0.5u": {
"falling": 4
},
"20pct|1.0u": {
"falling": 4
},
"20pct|2.0u": {
"falling": 4
},
"5pct|0.5u": {
"falling": 4
},
"5pct|1.0u": {
"falling": 4
},
"5pct|2.0u": {
"falling": 4
}
}
},
"whole_window_not_the_answer": {
"counts": {
"falling": 4
},
"n": 4,
"majority": "falling",
"share": 1.0,
"across_thresholds": {
"10pct|0.5u": {
"falling": 4
},
"10pct|1.0u": {
"falling": 4
},
"10pct|2.0u": {
"falling": 4
},
"20pct|0.5u": {
"falling": 4
},
"20pct|1.0u": {
"falling": 4
},
"20pct|2.0u": {
"falling": 4
},
"5pct|0.5u": {
"falling": 4
},
"5pct|1.0u": {
"falling": 4
},
"5pct|2.0u": {
"falling": 4
}
}
}
}
},
"majority_answer": "flat",
"withdrawn": {
"construct_token": "NOT a flatness verdict; the drop test is reported here because the ruling asks for it beside the forced class, and A30's dating is the reading that does not need a floor",
"counts_if_it_had_been_read": {
"rising": 47,
"flat": 122,
"falling": 19
},
"a30_dating_beside": {
"censored": 28,
"unreadable": 124,
"dated": 21,
"flat": 5,
"dated_never_learned": 10
}
},
"per_class_counts_all_legs": {
"forced": {
"n_series": 24,
"n_readable": 24,
"counts": {
"rising": 6,
"falling": 14,
"flat": 4
},
"majority": "falling",
"share": 0.5833333333333334
},
"forced_single_piece": {
"n_series": 21,
"n_readable": 21,
"counts": {
"rising": 6,
"flat": 4,
"falling": 11
},
"majority": "falling",
"share": 0.5238095238095238
},
"construct_token": {
"n_series": 188,
"n_readable": 188,
"counts": {
"rising": 47,
"flat": 122,
"falling": 19
},
"majority": "flat",
"share": 0.648936170212766,
"caveat": "the floor-zero assumption the drop test needs is NOT satisfied at offset 0; this row is not a flatness verdict"
},
"dependent_counting": {
"n_series": 4,
"n_readable": 4,
"counts": {
"falling": 4
},
"majority": "falling",
"share": 1.0
}
},
"qualification": "this is flatness over a STRETCH of the record, NOT flatness before a settling date: no construct has a settling date inside the record (|P3| = 0), which is why the window is the recorded branch (A36)",
"part6_conclusion": "UNSTATED -- |P3| >= 43 is not met",
"licensed_statement": "competence stops improving within the first 4% of the recorded tokens and does not resume, while the carriers keep turning over through the remaining 96%"
}
}
{
"branch": "pretrain",
"n_p1": 169,
"n_references": 35,
"form_a_date_to_date": {
"outcome": "NO VERDICT",
"why": "step 4's reading as written ends in a date-to-date clause in all three classes, and the population where both dates exist is empty",
"n_p3_under_the_spacing_check": {
"product": 0,
"layer": 0
},
"spacing_check": "A38: the 1.5x-rule counts below are superseded -- curve 1's level is a monotone function of the partner spacing, and no construct of P1 has a stability date that survives requiring two spacing bands to agree. Step 4's answer is unaffected: it never used a stability date, which is why A36 put it on the recorded window.",
"n_p3": {
"product": 0,
"layer": 12
},
"n_positional_constructs": 16,
"overlap_p3_layer_with_positional": 0,
"overlap_p3_layer_with_hashed_dated": 0,
"overlap_p3_layer_with_construct_token_dated": 0,
"p3_layer_members": [
"BlockingIOError",
"BufferError",
"ConnectionAbortedError",
"ConnectionError",
"ConnectionRefusedError",
"ConnectionResetError",
"EncodingWarning",
"ImportWarning",
"IsADirectoryError",
"LookupError",
"ModuleNotFoundError",
"ReferenceError"
],
"positional_constructs": [
"AsyncFor",
"AsyncWith",
"DictComp",
"For",
"GeneratorExp",
"If",
"IfExp",
"Import",
"ImportFrom",
"Lambda",
"ListComp",
"NamedExpr",
"SetComp",
"Try",
"While",
"With"
],
"part6_condition": "|P3| >= 43",
"part6_conclusion": "UNSTATED: 'settling is the end of drift, not of learning' needs |P3| >= 43 and |P3| is 0 in the primary space"
},
"window": {
"n": 169,
"n_moving": 169,
"min_R": 9.423238685626993,
"n_significant": 148,
"n_ratio_falling": 148,
"n_ratio_rising": 0,
"turnover_rises": true,
"note": "the stored quantity is the RETENTION ratio overlap/ceiling; it falling means turnover RISING, which is the window the plan names 'curve 1 rising'"
},
"anchors": {
"early": {
"i": 0,
"reference": "pretrain_iter_0001000",
"tokens": 4194304000
},
"at_84b": {
"i": 19,
"reference": "pretrain_iter_0020000",
"tokens": 83886080000
},
"last": {
"i": 34,
"reference": "pretrain_iter_0484865",
"tokens": 2033671208960
}
},
"forced": {
"n_series": 24,
"counts": {
"rising": 6,
"falling": 14,
"flat": 4
},
"n_single_piece": 21,
"counts_single_piece": {
"rising": 6,
"flat": 4,
"falling": 11
},
"series": {
"AsyncFor|obliged|bare_colon": {
"remaining_drop_at_early": 0.029999484359804124,
"level_early": 0.029999484359804124,
"level_84b": 0.07269202164477773,