{"id":"W2096809355","doi":"10.3138/jvme.36.4.348","title":"Who Can Mentor Minorities?","year":2009,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Honor; Underrepresented Minority; Promotion (chess); Diversity (politics); Scholarship; Medical education; Veterinary medicine; Management; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189508,0.000121643,0.0002911975,0.0001794687,0.0003680551,0.00001228869,0.0002337938,0.0001420906,0.002019154],"category_scores_gemma":[0.001758173,0.0000986639,0.00008386973,0.0001706413,0.00004930269,0.0003703188,0.00003662249,0.0006869567,0.00006363705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415492,"about_ca_system_score_gemma":0.003215984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003742572,"about_ca_topic_score_gemma":0.000003853452,"domain_scores_codex":[0.9977586,0.0004199739,0.0008146885,0.0001161269,0.0006050813,0.0002854877],"domain_scores_gemma":[0.9980065,0.0003008027,0.0006521837,0.0001709884,0.0004665903,0.0004029901],"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":[0.000825801,0.001861583,0.009757283,0.0002651559,0.0001119331,0.0001258015,0.02847853,5.134231e-7,0.0011304,0.001417645,0.75397,0.2020554],"study_design_scores_gemma":[0.0008272274,0.002612286,0.1037605,0.0007820149,0.00005369419,0.0008366029,0.02090635,0.000006663863,0.000007099352,0.0007081373,0.869351,0.0001483799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100347,0.001105261,0.00005766293,0.07167594,0.00591108,0.0001569744,0.000001545288,0.00001697272,0.01103983],"genre_scores_gemma":[0.9730554,0.001143889,0.0008020728,0.01512112,0.003730495,0.00001784593,0.000005399083,0.0000107234,0.006113053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.201907,"threshold_uncertainty_score":0.9988931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.350761261257486,"score_gpt":0.5609515301454812,"score_spread":0.2101902688879952,"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."}}