{"id":"W4413494598","doi":"10.64628/aap.33sv9f464","title":"Women want to climb the corporate ladder — but not at any price","year":2024,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Climb; Business; Labour economics; Industrial organization; Marketing; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001775359,0.0001558934,0.0002408813,0.00006196959,0.0007399149,0.00002308346,0.0001964023,0.0002121122,0.003140243],"category_scores_gemma":[0.00006956195,0.00008296982,0.00004569744,0.0002399015,0.00002507727,0.00005528062,0.0002434077,0.0006039902,0.01065465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805143,"about_ca_system_score_gemma":0.0004916004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088938,"about_ca_topic_score_gemma":0.002539368,"domain_scores_codex":[0.9975011,0.0005124739,0.0005025608,0.0003523378,0.0002855566,0.0008460052],"domain_scores_gemma":[0.9983829,0.0005654106,0.00009064163,0.0004527134,0.0001292656,0.0003790351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001688262,0.00006628297,0.004487966,0.003579895,0.0001562321,0.0001379359,0.1498061,0.000003856644,0.001668976,0.09677965,0.7286984,0.01444581],"study_design_scores_gemma":[0.0001372297,0.0001202209,0.009604276,0.0002788555,0.000004443398,0.00000516618,0.03678494,0.00007953236,0.00006001421,0.0005115138,0.9522616,0.0001521853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7770975,0.0005927555,0.00009465004,0.1410974,0.002568393,0.001311476,0.00005689242,0.0003675726,0.0768133],"genre_scores_gemma":[0.7982752,0.0001811407,0.00004702389,0.01068777,0.0008578727,0.0004836363,0.000003085198,0.0000339629,0.1894304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235632,"threshold_uncertainty_score":0.997771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2268748443316487,"score_gpt":0.4377720137509241,"score_spread":0.2108971694192754,"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."}}