{"id":"W3117849711","doi":"10.1177/0895904820983032","title":"Academic Integrity Policies of Publicly Funded Universities in Western Canada","year":2020,"lang":"en","type":"article","venue":"Educational Policy","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"University of Calgary","keywords":"Academic integrity; Cheating; Misconduct; Punitive damages; Academic dishonesty; Outsourcing; Work (physics); Higher education; Public relations; Political science; Sociology; Psychology; Law; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02086303,0.0003091832,0.0007926663,0.00475722,0.03780156,0.01186232,0.003294168,0.002514538,0.002407802],"category_scores_gemma":[0.06274191,0.0007502939,0.0003303823,0.01416537,0.01118364,0.002416109,0.004398202,0.002414236,0.0002039156],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3201871,"about_ca_system_score_gemma":0.4462096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927248,"about_ca_topic_score_gemma":0.9940814,"domain_scores_codex":[0.9723292,0.006728649,0.001761691,0.001482775,0.00945679,0.008240815],"domain_scores_gemma":[0.8669806,0.04947327,0.017588,0.003806766,0.0456961,0.01645524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000295627,0.0002868039,0.198769,0.001057404,0.00008771718,0.001518085,0.6601903,0.001992396,0.00216274,0.04508723,0.01720544,0.07134719],"study_design_scores_gemma":[0.0000372499,0.00008723047,0.1734315,0.0009749362,0.0000514487,0.0001444352,0.7256657,0.001325993,0.001245915,0.002613353,0.09417602,0.000246333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619656,0.001994918,0.0006769676,0.01382372,0.00005909571,0.0002582268,0.0007935496,0.00004578628,0.02038224],"genre_scores_gemma":[0.9937714,0.0006718594,0.000592695,0.001368564,0.000009076023,0.00009707236,0.0001493094,0.0000124414,0.003327615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974855,"threshold_uncertainty_score":0.7884866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033612642666445,"score_gpt":0.3541157866073838,"score_spread":0.3037796601807193,"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."}}