{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00165247,0.0001635509,0.0002724799,0.0004114656,0.0006314059,0.00005631958,0.0001716885,0.0002135006,0.0001200306],"category_scores_gemma":[0.03226285,0.0001285424,0.00004190383,0.0006856111,0.0004786753,0.0002273605,0.0001261159,0.001158912,0.000036071],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004661596,"about_ca_system_score_gemma":0.01485288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1866938,"about_ca_topic_score_gemma":0.00900212,"domain_scores_codex":[0.9933077,0.0003242004,0.0001645855,0.0002621408,0.001507024,0.004434407],"domain_scores_gemma":[0.9859773,0.0003244903,0.00002716804,0.0002398437,0.0003480436,0.01308319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002045361,0.0001957487,0.001522475,0.0001309975,0.00002880781,0.00008891591,0.001071547,8.482393e-9,0.00008087212,0.3367496,0.6494699,0.01045661],"study_design_scores_gemma":[0.001221941,0.0008371807,0.01775778,0.00007609236,0.000004352294,0.00003945484,0.01282574,0.000003636771,0.00007525431,0.0002610117,0.9667644,0.0001331807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4607529,0.00007592471,0.000001250085,0.4647561,0.00008501518,0.0003254997,0.00009350905,0.00004635048,0.07386346],"genre_scores_gemma":[0.9593166,0.0001441914,0.00001448912,0.03596656,0.001103596,0.000008199985,0.0000313335,0.00001807304,0.003396993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4985636,"threshold_uncertainty_score":0.9991593,"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."}}