{"id":"W7000763160","doi":"","title":"Gender, careers and peers' gender mix","year":2024,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; London School of Economics and Political Science; European Commission; York University; Istituto Nazionale Previdenza Sociale; New York University Abu Dhabi","keywords":"Promotion (chess); Attrition; Perspective (graphical); Variation (astronomy); Job security; Social security; Life course approach","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007338218,0.0002400439,0.000268873,0.001920052,0.0004128585,0.0008036967,0.0003504449,0.0003426005,0.01060591],"category_scores_gemma":[0.004148284,0.0001161868,0.0003139416,0.001867208,0.0002858232,0.000418843,0.0007953429,0.0003375959,0.002571694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553536,"about_ca_system_score_gemma":0.0002525253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185223,"about_ca_topic_score_gemma":0.02435927,"domain_scores_codex":[0.9994809,0.0001189083,0.00002813712,0.00008209579,0.000122124,0.0001678926],"domain_scores_gemma":[0.9973035,0.0006755964,0.00126611,0.0002127225,0.0001634815,0.000378571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009757389,0.00005096969,0.9888569,0.00003484574,0.00003649504,0.0001581874,0.0007262013,0.0002484269,0.0001756404,0.0006103259,0.002770191,0.006234352],"study_design_scores_gemma":[0.000006010683,0.00004622374,0.9944561,0.00002436696,0.00001430236,0.0001437351,0.0007744553,0.0005413928,0.00008429992,0.0002002219,0.003703031,0.000006019793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715793,0.0003391616,0.0002876701,0.000221983,0.00001321085,0.00002981085,0.01581634,0.00002677825,0.01168564],"genre_scores_gemma":[0.9881926,0.0001767228,0.0001840891,0.00002354036,0.00001897997,0.00003221411,0.007360415,0.000009039579,0.004002474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185223,"threshold_uncertainty_score":0.04345006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07885329503964976,"score_gpt":0.3508607448444076,"score_spread":0.2720074498047578,"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."}}