{"id":"W4254809510","doi":"10.47678/cjhe.v49i3.188311","title":"Gender and the Faculty Care Gap: “The Obvious Go-To Person” for Canadian University Students’ Personal Problems","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Mental health; Health care; Mental health care; Inequality; Sexual orientation; Qualitative research; Medical education; Social psychology; Sociology; Medicine; Psychiatry; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006040059,0.00006750047,0.00009858397,0.0001200375,0.001125619,0.0001453231,0.0003974891,0.00006036471,0.0002985335],"category_scores_gemma":[0.00003534563,0.00005045068,0.00007151104,0.0001606249,0.000157006,0.000164312,0.000007523277,0.0001344734,0.00001909168],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009418929,"about_ca_system_score_gemma":0.006669826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6088424,"about_ca_topic_score_gemma":0.8360435,"domain_scores_codex":[0.9991441,0.000168459,0.00008531338,0.0001066535,0.0002197716,0.0002756545],"domain_scores_gemma":[0.9987053,0.00004570502,0.0000886366,0.00007951854,0.0004164924,0.0006642977],"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":[0.00002768098,0.00001276659,0.3234516,0.00002712142,0.00008686581,0.000002261577,0.5553262,0.0000193656,0.000001533297,0.01545113,0.1048973,0.0006961017],"study_design_scores_gemma":[0.0003520377,0.00002234942,0.1921576,0.000009504984,0.00004440035,0.000002203557,0.2292159,7.437141e-7,2.544742e-7,0.0001695287,0.5779637,0.00006182066],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480043,0.001408268,0.000009340444,0.03227742,0.002159507,0.0008646733,0.0001120011,0.000003573123,0.01516092],"genre_scores_gemma":[0.9825829,0.000008415243,0.00003789727,0.001421375,0.0002327605,0.000001375053,0.000007690997,0.000004078132,0.01570348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4730664,"threshold_uncertainty_score":0.9989614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09767902455047103,"score_gpt":0.3084793902042401,"score_spread":0.2108003656537691,"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."}}