{"id":"W2972828418","doi":"10.7202/1063776ar","title":"Sensible or Outdated? Gender and Opinions of Tenure Criteria in Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Excellence; Status quo; Scholarship; Promotion (chess); Higher education; Teamwork; Value (mathematics); Sociology; Public relations; Psychology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009947209,0.0002456911,0.0006647871,0.00261491,0.01829107,0.008104011,0.001893615,0.001156444,0.00473396],"category_scores_gemma":[0.03032399,0.0002762653,0.0003675808,0.004628696,0.008345938,0.001714386,0.003435597,0.002073598,0.0002750921],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1292864,"about_ca_system_score_gemma":0.1634505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902915,"about_ca_topic_score_gemma":0.9951431,"domain_scores_codex":[0.9884525,0.001563728,0.0003910971,0.000700151,0.005381641,0.003510924],"domain_scores_gemma":[0.9737703,0.005317299,0.002158408,0.0004327477,0.01150863,0.006812588],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004077452,0.00007758574,0.2896943,0.0002989905,0.00006662462,0.0007630193,0.5572709,0.0004550551,0.001950728,0.04726863,0.03105691,0.07068942],"study_design_scores_gemma":[0.00002505835,0.00007046205,0.3314691,0.0007553209,0.00003801204,0.000173256,0.5660155,0.0008047376,0.0007413215,0.003721789,0.09596109,0.000224337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157279,0.003100441,0.0005545375,0.02283039,0.0002550368,0.00006157528,0.0006777275,0.00001965026,0.05677279],"genre_scores_gemma":[0.9944555,0.0006743684,0.000159207,0.0009708108,0.00001509466,0.000008211521,0.00008448691,0.00001631676,0.00361592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9900528,"threshold_uncertainty_score":0.9380429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08798916233022536,"score_gpt":0.3234061588757807,"score_spread":0.2354169965455553,"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."}}