{"id":"W2882984836","doi":"10.5539/jel.v7n5p181","title":"The Socially Accountable Professor in Higher Education","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Lakehead University","funders":"","keywords":"Accountability; Institution; Public relations; Social responsibility; Sociology; Higher education; Social accounting; Corporate governance; Value (mathematics); Pedagogy; Political science; Management; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01637199,0.0002913167,0.0003529261,0.0008933022,0.01106359,0.01343113,0.0009091495,0.006335982,0.009511959],"category_scores_gemma":[0.0244559,0.000252382,0.0003320749,0.001298419,0.02670471,0.008901997,0.01239308,0.008800861,0.001654879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008396097,"about_ca_system_score_gemma":0.0174199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005477669,"about_ca_topic_score_gemma":0.0074424,"domain_scores_codex":[0.9702604,0.02062138,0.0008733625,0.001932681,0.003656226,0.002655804],"domain_scores_gemma":[0.9807268,0.008133275,0.002195284,0.001987213,0.001934528,0.005022972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000011186,0.00001900808,0.0009284788,0.00004666056,0.000006487707,0.00007810627,0.005515651,0.0002071941,0.00008005487,0.9302742,0.03394319,0.02888987],"study_design_scores_gemma":[0.00001069445,0.00005775312,0.001397704,0.0002063424,0.000009150917,0.0001485925,0.003833454,0.0004779337,0.000289434,0.3794189,0.6141121,0.00003792458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02140099,0.01283,0.014157,0.5757088,0.008423359,0.00005058039,0.00003776181,0.0001973801,0.3671941],"genre_scores_gemma":[0.8499524,0.004854373,0.004196207,0.04459594,0.005534797,0.00006836061,0.00001907634,0.0001426807,0.09063605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01637199,"threshold_uncertainty_score":0.08658433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292793236991121,"score_gpt":0.474675347600905,"score_spread":0.4317474152309937,"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."}}