{"id":"W4404468786","doi":"10.2139/ssrn.5024862","title":"To Succeed, Find a Career Partner","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001718306,0.00007871332,0.00008421372,0.0001289205,0.0004943498,0.0002736563,0.0002582132,0.00005846077,0.0003687126],"category_scores_gemma":[0.0000629032,0.00007179873,0.00009234646,0.0003824161,0.00004324667,0.0002295743,0.00004916719,0.0006978432,0.0005095107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131247,"about_ca_system_score_gemma":0.004081991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009532549,"about_ca_topic_score_gemma":0.01943785,"domain_scores_codex":[0.9976439,0.0000547516,0.00010282,0.0001521809,0.0004376028,0.001608668],"domain_scores_gemma":[0.9996424,0.00003673672,0.00001637205,0.00005720866,0.0000797274,0.0001675029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003575961,0.00002245909,0.01574485,0.000005326488,0.000184663,0.00005264155,0.0244218,0.000007138323,0.00007608804,0.8486542,0.03915742,0.0716377],"study_design_scores_gemma":[0.0002030001,0.00008168243,0.002564306,0.00002939384,0.00004158523,0.00004399505,0.02136353,0.000005472303,0.00002645869,0.1194751,0.8559067,0.0002586968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8163378,0.005928129,0.00240755,0.02597814,0.002627355,0.0003118924,0.000006567981,0.000248604,0.146154],"genre_scores_gemma":[0.9497186,0.0007544765,0.00003773465,0.0002095423,0.0006066675,0.000001966335,0.000001314272,0.000007915589,0.04866177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8167493,"threshold_uncertainty_score":0.9984549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161718338168759,"score_gpt":0.2842753894706655,"score_spread":0.2626582060889779,"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."}}