{"id":"W2971959736","doi":"","title":"Perceptions of Agentic Versus Communal Traits in Female Surgeons","year":2019,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Competence (human resources); Psychology; Perception; Trait; Social psychology; Trustworthiness; Dominance (genetics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004268873,0.00006096331,0.0001503908,0.0002373186,0.0004006477,0.00007693205,0.0005865408,0.00007284288,0.001280598],"category_scores_gemma":[0.0002758866,0.00006469373,0.00006461899,0.0007522583,0.0003600181,0.0002731984,0.0002858532,0.0003778022,0.0002087709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924457,"about_ca_system_score_gemma":0.0001589458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005296061,"about_ca_topic_score_gemma":0.002585248,"domain_scores_codex":[0.9976695,0.000161504,0.0001744352,0.0001979596,0.001297111,0.0004994586],"domain_scores_gemma":[0.9991485,0.0001919183,0.00003856735,0.0000752854,0.0004323116,0.0001134114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005716398,0.0003020841,0.8170902,0.00005918196,0.00001854541,0.000001006865,0.154431,9.648126e-7,0.001135648,0.02570739,0.00095617,0.0002406102],"study_design_scores_gemma":[0.0005597604,0.00012444,0.6689371,0.00002980764,0.000003403172,6.330523e-8,0.3276722,0.000003161413,0.00004604126,0.0003336651,0.002227467,0.0000629125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558149,0.00001463018,5.19579e-7,0.0004797361,0.00008913046,0.0004001838,0.000004189429,0.00001576176,0.1431809],"genre_scores_gemma":[0.9966558,0.00009250625,0.00002426572,0.000009507374,0.0000300264,0.00001230261,0.000001741937,0.000003939039,0.003169938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732412,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3659501194324553,"score_gpt":0.4761882074226292,"score_spread":0.1102380879901739,"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."}}