{"id":"W1499423802","doi":"","title":"Women in the Canadian academic tundra : challenging the chill","year":2002,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Call to action; Narrative; Sociology; Gender studies; Ethnic group; Appeal; Affirmative action; Psychology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009611896,0.0001405535,0.0001565237,0.0003360706,0.001189687,0.0001124132,0.001391619,0.0002376863,0.0007673835],"category_scores_gemma":[0.0004230716,0.00008573254,0.00004806377,0.0005865833,0.0002696816,0.00002595175,0.00009173239,0.001810509,0.0004087631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585962,"about_ca_system_score_gemma":0.00007221003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076648,"about_ca_topic_score_gemma":0.004845961,"domain_scores_codex":[0.9962401,0.0004805698,0.0003029938,0.0003729975,0.0006799934,0.0019233],"domain_scores_gemma":[0.9976263,0.001516702,0.00004442954,0.0004862046,0.00004070194,0.0002856777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006995388,0.00009541343,0.01061668,0.00006221829,0.00009012066,0.00005922232,0.7317342,0.000009537014,0.00002752423,0.02079961,0.1833294,0.0531061],"study_design_scores_gemma":[0.0003157646,0.0000700798,0.009219283,0.00003830656,0.000001895442,0.0000199598,0.03730027,0.0000769634,0.000005061022,0.0006623435,0.952179,0.0001110879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.582464,0.002426574,0.000001157665,0.02372498,0.0005039465,0.0009130152,0.00001680866,0.00002974746,0.3899198],"genre_scores_gemma":[0.9652442,0.0001387027,0.000007212442,0.0005804026,0.0005432562,0.001065595,0.000002814694,0.00002536645,0.03239248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7688496,"threshold_uncertainty_score":0.9958209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1866956197083681,"score_gpt":0.4059876795649688,"score_spread":0.2192920598566007,"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."}}