{"id":"W2306565579","doi":"10.1177/0891243215608798","title":"Mechanism or Myth?","year":2015,"lang":"en","type":"article","venue":"Gender & Society","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schema (genetic algorithms); Graduation (instrument); Quarter (Canadian coin); Psychology; Mythology; Essentialism; Social psychology; Sex segregation; Gender studies; Sociology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001359982,0.00008692062,0.0001125925,0.000009063104,0.0005431094,0.00006594511,0.0002711562,0.000150159,0.000567717],"category_scores_gemma":[0.00009086353,0.00007787057,0.0001512599,0.0002078133,0.0001325066,0.0002233753,0.0001048327,0.000128767,0.0003179326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958098,"about_ca_system_score_gemma":0.000489609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372508,"about_ca_topic_score_gemma":0.0003356665,"domain_scores_codex":[0.9986116,0.0001647927,0.000107953,0.0002162624,0.0005334095,0.0003659492],"domain_scores_gemma":[0.999332,0.00003226938,0.00004553982,0.0001722183,0.0001379003,0.0002800423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001383337,0.00007563373,0.00133502,0.00001297415,0.00006561456,0.000004639949,0.5087106,0.000004053216,0.00004167017,0.09460994,0.3945888,0.0005372085],"study_design_scores_gemma":[0.0006070739,0.00003960695,0.0006696455,0.000002429608,0.00002886953,0.000001230562,0.5459092,0.00004466253,0.0001207234,0.06458202,0.3877319,0.0002626957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2389091,0.0007404694,0.03495198,0.01869146,0.00517823,0.001074209,0.00008076433,0.001308693,0.6990651],"genre_scores_gemma":[0.9823883,0.0001319222,0.003552704,0.003849727,0.0003924183,0.000004310416,0.000005892633,0.000007821453,0.009666956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7434791,"threshold_uncertainty_score":0.6216103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3433972984218518,"score_gpt":0.3437789490578129,"score_spread":0.0003816506359611282,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}