{"id":"W4372354842","doi":"10.1177/00110000231173463","title":"Women and Career Development: Some New Answers, Many More Questions","year":2023,"lang":"en","type":"article","venue":"The Counseling Psychologist","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Career development; Quarter (Canadian coin); Pedagogy; Applied psychology; Social psychology; Engineering ethics; History","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":[0.001749889,0.00007960018,0.00008997952,0.00004829322,0.001161817,0.00009720489,0.0003232915,0.00007807111,0.00008310084],"category_scores_gemma":[0.0001072387,0.00006500255,0.00002165234,0.0003119725,0.0003866406,0.0001241422,0.00004319434,0.0001351437,0.0002419017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007218646,"about_ca_system_score_gemma":0.0001299157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328718,"about_ca_topic_score_gemma":0.0003353616,"domain_scores_codex":[0.9989209,0.0001274044,0.0001178742,0.0002082098,0.0002693832,0.0003561864],"domain_scores_gemma":[0.9995086,0.00008847917,0.00004234592,0.0001889525,0.00004722775,0.0001244007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003375731,0.00004172393,0.008448662,0.00001623448,0.00006435713,0.00001262278,0.8452415,0.00006319315,0.00005294477,0.02998175,0.0944346,0.02160857],"study_design_scores_gemma":[0.0004052598,0.00002706221,0.07724011,0.00002089074,0.00001442776,0.000001742389,0.1200506,0.00002397919,0.000006682968,0.03383948,0.7680788,0.0002909838],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714684,0.0004712663,0.0003794948,0.02189515,0.0006601735,0.0001653953,0.00001000918,0.0003427873,0.004607321],"genre_scores_gemma":[0.9858923,0.001229743,0.0001980966,0.001802263,0.000221234,0.000008700327,0.000008229278,0.000006802238,0.01063266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.725191,"threshold_uncertainty_score":0.8935876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604550488354943,"score_gpt":0.3467697677586979,"score_spread":0.1863147189232036,"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."}}