{"id":"W286610648","doi":"","title":"Critiquing Canada's Research Culture: Social, Cultural, and Political Restraints on Women's University Careers.","year":2012,"lang":"en","type":"article","venue":"Forum on public policy","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; Political science; Parliament; Politics; Representation (politics); Sociology; Gender studies; Economic growth; Geography; Demography; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03325702,0.0007685008,0.0008395371,0.006293199,0.07993366,0.03265326,0.006425584,0.007214596,0.007032915],"category_scores_gemma":[0.05918162,0.0008277083,0.0005890636,0.01413769,0.04584768,0.009411229,0.01252577,0.01000679,0.0006958529],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2237165,"about_ca_system_score_gemma":0.4554988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872568,"about_ca_topic_score_gemma":0.9934517,"domain_scores_codex":[0.9532527,0.01272891,0.001666246,0.002782674,0.017931,0.01163833],"domain_scores_gemma":[0.9111366,0.0251703,0.005866666,0.002028322,0.03121025,0.02458784],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008036457,0.00003810666,0.04073914,0.0008734243,0.00005118705,0.001003355,0.4700899,0.0002077109,0.0004774965,0.1402866,0.281238,0.06491476],"study_design_scores_gemma":[0.00001403634,0.00002238548,0.0278229,0.002278537,0.00003268575,0.0001936266,0.5741334,0.0001792047,0.0002944783,0.01244704,0.3824418,0.0001399162],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05053554,0.02498852,0.001260896,0.848043,0.002889396,0.0001057744,0.0006084482,0.00008567784,0.07148272],"genre_scores_gemma":[0.784934,0.02104193,0.002770856,0.1594365,0.001024229,0.000209119,0.0003541142,0.0002723324,0.02995687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.966743,"threshold_uncertainty_score":0.9003789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2211314340738146,"score_gpt":0.464427372674253,"score_spread":0.2432959386004384,"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."}}