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AtlasOpenCoder v1: the battery, the artefacts and both papers' manifests
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{
"what": "paper 2 test 6: where a neuron goes when it leaves a construct's carrier set",
"departure_from": "the carrier set (top 5%), not the core (21 Oct)",
"chance_matched_on": "corpus frequency (log per-file rate, within 0.5) and the pair's carrier-set overlap with the construct left at the earlier checkpoint (within 0.05)",
"readings": {
"drift": "no rise beyond chance in any construct",
"displacement": "a rise in any construct",
"branching": "a rise concentrated in related constructs"
},
"measures": [
"family",
"tokens",
"cooccurrence",
"tokens_at_read_site",
"tokens_in_cores_only"
],
"pairs": {
"0001000:0002000": {
"departures": 862254,
"family": {
"n_with_both_measurable": 831957,
"related_observed": 168807,
"related_chance": 168016,
"rate_observed": 0.2029035154461108,
"rate_chance": 0.20195274515389616,
"lift": 1.0047078849633369,
"lift_ci95": [
0.9773335339403507,
1.0362516328701312
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"tokens": {
"n_with_both_measurable": 831957,
"related_observed": 3667,
"related_chance": 2609,
"rate_observed": 0.004407679723831881,
"rate_chance": 0.003135979383549871,
"lift": 1.4055193560751247,
"lift_ci95": [
1.0849302705928434,
1.725140922077022
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"cooccurrence": {
"n_with_both_measurable": 305898,
"related_observed": 123178,
"related_chance": 118124,
"rate_observed": 0.40267670922987403,
"rate_chance": 0.3861548620782091,
"lift": 1.0427855473908774,
"lift_ci95": [
1.0226493006037647,
1.0675465830207647
],
"bootstrap_unit": "construct",
"n_constructs": 152
},
"tokens_at_read_site": {
"n_with_both_measurable": 831957,
"related_observed": 52,
"related_chance": 168,
"rate_observed": 6.250323033522165e-05,
"rate_chance": 0.0002019335133907161,
"lift": 0.30952380952380953,
"lift_ci95": [
0.3095238095238095,
0.3095238095238096
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"tokens_in_cores_only": {
"n_with_both_measurable": 831957,
"related_observed": 3615,
"related_chance": 2441,
"rate_observed": 0.004345176493496659,
"rate_chance": 0.002934045870159155,
"lift": 1.4809504301515772,
"lift_ci95": [
1.097246505016928,
1.7567690781719485
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"cross_twin": {
"family": {
"n": 831957,
"related_observed": 171713,
"related_chance": 168016,
"rate_observed": 0.20639648443369069,
"rate_chance": 0.20195274515389616,
"lift": 1.0220038567755452,
"lift_ci95": [
0.9922562902734584,
1.0527799309106873
]
},
"tokens": {
"n": 831957,
"related_observed": 4119,
"related_chance": 2609,
"rate_observed": 0.004950977033668808,
"rate_chance": 0.003135979383549871,
"lift": 1.5787658106554237,
"lift_ci95": [
1.2795153122739331,
1.9694476574840047
]
}
},
"displacement": {
"n": 831957,
"rate_observed": 1.0,
"rate_chance": 0.5000919518677047,
"lift": 1.9996322601579117,
"lift_ci95": [
1.9949853720870572,
2.004282303582967
],
"what": "share of departures followed by a rise in ANY other construct, against the matched chance construct"
},
"verdict_by_the_rule": "outside the rule's three verdicts"
},
"0002000:0003000": {
"departures": 689387,
"family": {
"n_with_both_measurable": 669444,
"related_observed": 139565,
"related_chance": 138650,
"rate_observed": 0.2084789765835529,
"rate_chance": 0.20711217069687682,
"lift": 1.0065993508835196,
"lift_ci95": [
0.982039338831043,
1.0360606093538312
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"tokens": {
"n_with_both_measurable": 669444,
"related_observed": 3157,
"related_chance": 2028,
"rate_observed": 0.0047158537532639025,
"rate_chance": 0.0030293796045673723,
"lift": 1.556706114398422,
"lift_ci95": [
1.2718226931398111,
1.9062119373345097
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"cooccurrence": {
"n_with_both_measurable": 248808,
"related_observed": 103726,
"related_chance": 95520,
"rate_observed": 0.41689173981544003,
"rate_chance": 0.38391048519340215,
"lift": 1.0859087102177554,
"lift_ci95": [
1.0677366066772647,
1.106846007338088
],
"bootstrap_unit": "construct",
"n_constructs": 151
},
"tokens_at_read_site": {
"n_with_both_measurable": 669444,
"related_observed": 0,
"related_chance": 0,
"rate_observed": 0.0,
"rate_chance": 0.0,
"lift": null,
"lift_ci95": null,
"bootstrap_unit": "construct",
"n_constructs": 169
},
"tokens_in_cores_only": {
"n_with_both_measurable": 669444,
"related_observed": 3157,
"related_chance": 2028,
"rate_observed": 0.0047158537532639025,
"rate_chance": 0.0030293796045673723,
"lift": 1.556706114398422,
"lift_ci95": [
1.293083527033051,
1.9351608969592862
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"cross_twin": {
"family": {
"n": 669444,
"related_observed": 141560,
"related_chance": 138650,
"rate_observed": 0.21145906154958444,
"rate_chance": 0.20711217069687682,
"lift": 1.0209880995311937,
"lift_ci95": [
0.9941444635629907,
1.0589968513992414
]
},
"tokens": {
"n": 669444,
"related_observed": 3564,
"related_chance": 2028,
"rate_observed": 0.005323820961872837,
"rate_chance": 0.0030293796045673723,
"lift": 1.7573964497041419,
"lift_ci95": [
1.4362314597021888,
2.214623070937621
]
}
},
"displacement": {
"n": 669444,
"rate_observed": 1.0,
"rate_chance": 0.5008559341782136,
"lift": 1.996582114257594,
"lift_ci95": [
1.9920475685721546,
2.0007461381988687
],
"what": "share of departures followed by a rise in ANY other construct, against the matched chance construct"
},
"verdict_by_the_rule": "outside the rule's three verdicts"
},
"0019000:0020000": {
"departures": 414083,
"family": {
"n_with_both_measurable": 403382,
"related_observed": 81707,
"related_chance": 77755,
"rate_observed": 0.20255489833458112,
"rate_chance": 0.19275773336440397,
"lift": 1.0508263134203588,
"lift_ci95": [
1.011364092612335,
1.0901726901713178
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"tokens": {
"n_with_both_measurable": 403382,
"related_observed": 2297,
"related_chance": 1298,
"rate_observed": 0.005694354234943552,
"rate_chance": 0.003217793555488346,
"lift": 1.7696456086286594,
"lift_ci95": [
1.3853620271580989,
2.424563442997261
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"cooccurrence": {
"n_with_both_measurable": 159551,
"related_observed": 67795,
"related_chance": 60862,
"rate_observed": 0.42491115693414644,
"rate_chance": 0.38145796641826124,
"lift": 1.1139134435279814,
"lift_ci95": [
1.0880217887183607,
1.14032447151927
],
"bootstrap_unit": "construct",
"n_constructs": 152
},
"tokens_at_read_site": {
"n_with_both_measurable": 403382,
"related_observed": 17,
"related_chance": 234,
"rate_observed": 4.214367522596447e-05,
"rate_chance": 0.0005800952942868051,
"lift": 0.07264957264957264,
"lift_ci95": [
0.07264957264957264,
0.07264957264957266
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"tokens_in_cores_only": {
"n_with_both_measurable": 403382,
"related_observed": 2280,
"related_chance": 1064,
"rate_observed": 0.005652210559717588,
"rate_chance": 0.002637698261201541,
"lift": 2.142857142857143,
"lift_ci95": [
1.632337870698797,
2.7885477519749196
],
"bootstrap_unit": "construct",
"n_constructs": 169
},
"cross_twin": {
"family": {
"n": 403382,
"related_observed": 82769,
"related_chance": 77755,
"rate_observed": 0.2051876385163443,
"rate_chance": 0.19275773336440397,
"lift": 1.0644845990611536,
"lift_ci95": [
1.0281454855186338,
1.1031789276411288
]
},
"tokens": {
"n": 403382,
"related_observed": 2620,
"related_chance": 1298,
"rate_observed": 0.006495084064236877,
"rate_chance": 0.003217793555488346,
"lift": 2.0184899845916795,
"lift_ci95": [
1.547745183654067,
3.003898615635179
]
}
},
"displacement": {
"n": 403382,
"rate_observed": 1.0,
"rate_chance": 0.49912241993941225,
"lift": 2.0035164922493136,
"lift_ci95": [
1.997452447160884,
2.0097776018806486
],
"what": "share of departures followed by a rise in ANY other construct, against the matched chance construct"
},
"verdict_by_the_rule": "branching"
}
},
"minutes": 67.85703190167744,
"provenance": {
"inputs": [
"profiles/<ref>/twin1/<c>.npz",
"validation/paper2/RELATEDNESS.json",
"validation/paper2/COOCCURRENCE.json"
],
"reference": null,
"battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad",
"code_commit": "7ade464",
"design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026"
},
"verdicts": {
"0001000:0002000": "outside the rule's three verdicts",
"0002000:0003000": "outside the rule's three verdicts",
"0019000:0020000": "branching"
},
"trend": {
"family": [
1.005,
1.007,
1.051
],
"tokens": [
1.406,
1.557,
1.77
],
"cooccurrence": [
1.043,
1.086,
1.114
],
"cross_twin_tokens": [
1.579,
1.757,
2.018
]
},
"displacement_withdrawn": "the displacement number as first computed is degenerate: the maximum rise over 168 constructs is almost surely positive, so 'did any construct rise' is answered yes by construction (observed 1.0000 at every pair). Redone with a threshold."
}