{"id":"W6910420289","doi":"10.4225/03/586dc2cfacf7c","title":"Athena's journey: medicine and the feminine","year":2017,"lang":"en","type":"article","venue":"Monash University","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Triangulation; Qualitative research; Medical profession; Work (physics); Cohort; Feminism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007924503,0.00009531682,0.0002329879,0.00003420066,0.004634923,0.000007414365,0.0004554755,0.0001072071,0.0004924324],"category_scores_gemma":[0.0003391789,0.00006100209,0.00002816752,0.00004906612,0.0007540893,0.0001214838,0.0004163542,0.0004012362,0.00009863455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072315,"about_ca_system_score_gemma":0.00006755984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004286002,"about_ca_topic_score_gemma":0.0006990768,"domain_scores_codex":[0.9989269,0.0002874285,0.0001430928,0.0001659058,0.0001586286,0.0003180685],"domain_scores_gemma":[0.9984443,0.0004868198,0.0002564972,0.0005473692,0.00009700435,0.0001680459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001306088,0.00003429029,0.3840263,0.0001786725,0.00007130386,0.0001243751,0.03441614,0.000001797326,0.00001810696,0.2346036,0.3372423,0.007976942],"study_design_scores_gemma":[0.004742416,0.00004245226,0.1731687,0.0003240285,0.00004503231,0.00000262753,0.0178013,0.0001208672,0.000001102464,0.002546786,0.8011137,0.00009103253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5692518,0.0004132459,0.00003726502,0.07675961,0.0005556964,0.0004922301,0.000009484216,0.00006785132,0.3524128],"genre_scores_gemma":[0.9509521,0.0008036835,0.00009150199,0.001252495,0.0002592771,7.975393e-7,0.000002308255,0.000007087671,0.04663077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638713,"threshold_uncertainty_score":0.9966609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0897849143766664,"score_gpt":0.417110898185121,"score_spread":0.3273259838084546,"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."}}