{"id":"W2327105069","doi":"10.1177/0730888415618728","title":"Persistence Is Cultural","year":2015,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Science Foundation","keywords":"Socialization; Internship; Graduation (instrument); Coursework; Salient; Sociology; Persistence (discontinuity); Social psychology; Psychology; Public relations; Pedagogy; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005337033,0.0002709776,0.0006503031,0.001525569,0.009506941,0.01032215,0.001327456,0.001380535,0.006381671],"category_scores_gemma":[0.0123168,0.0003276546,0.0003790133,0.001934391,0.02270162,0.007605524,0.01181812,0.004086792,0.0005703823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004117039,"about_ca_system_score_gemma":0.004237263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01463886,"about_ca_topic_score_gemma":0.01067913,"domain_scores_codex":[0.9942681,0.001646779,0.0002812069,0.001319207,0.001324389,0.001160217],"domain_scores_gemma":[0.9912406,0.001958506,0.00150974,0.00179747,0.001697809,0.001795929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001506913,0.0002404427,0.1090103,0.0002228806,0.0001647087,0.001311209,0.5472896,0.0001602126,0.001257032,0.2094341,0.01170501,0.1190537],"study_design_scores_gemma":[0.000032665,0.0001478716,0.09378167,0.0005286868,0.00007737733,0.001892677,0.5615541,0.0002653442,0.0007257716,0.1009915,0.2398983,0.0001040038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8246082,0.00368566,0.005459639,0.04139205,0.0008096896,0.00004803634,0.0002029399,0.0001071711,0.1236866],"genre_scores_gemma":[0.9932202,0.0005092954,0.0002978923,0.001759758,0.0001101383,0.00002071212,0.00005958067,0.00004471647,0.003977646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01463886,"threshold_uncertainty_score":0.02987134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3233729776275465,"score_gpt":0.3543311881811512,"score_spread":0.03095821055360465,"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."}}