{"id":"W1983468894","doi":"10.1016/j.ssresearch.2012.02.001","title":"Who is the better applicant? Effects from gender, academic record, and type of decision","year":2012,"lang":"en","type":"article","venue":"Social Science Research","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Social psychology; Applied psychology; Demographic economics; Economics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009839257,0.00005581439,0.0001148744,0.00008329328,0.002605201,0.00007614442,0.0007726859,0.0001332131,0.0001523524],"category_scores_gemma":[0.0009102401,0.00004143755,0.00003448245,0.001429155,0.003307736,0.0004445206,0.0004351402,0.0004373906,0.00006282741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238097,"about_ca_system_score_gemma":0.0002876529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005891175,"about_ca_topic_score_gemma":0.00009575576,"domain_scores_codex":[0.9966695,0.0005522802,0.0001154496,0.0002330201,0.001736412,0.0006933009],"domain_scores_gemma":[0.9983791,0.0009629842,0.00004695979,0.000145268,0.0002619106,0.0002038123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005045483,0.00005853847,0.4722062,0.00002120871,0.00001474229,6.778773e-7,0.2348839,3.033006e-8,0.006776261,0.04461028,0.01655343,0.2248242],"study_design_scores_gemma":[0.0002461963,0.00005349481,0.8174292,0.00002358952,0.00001345932,1.512259e-7,0.04219662,0.00001279346,0.002706234,0.08346464,0.05368019,0.0001734045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766207,0.0003237967,0.0000603543,0.002408231,0.0002203577,0.0002544624,0.000006740502,0.000009682929,0.02009562],"genre_scores_gemma":[0.9986169,0.0003996225,0.0001154592,0.000265731,0.0004587102,0.00000367515,3.644408e-7,0.000002772757,0.0001367385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.345223,"threshold_uncertainty_score":0.9994047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3875233585028499,"score_gpt":0.4984461862189982,"score_spread":0.1109228277161483,"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."}}