{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003486973,0.0000726026,0.0001225613,0.0001235978,0.000127876,0.00001469387,0.0004062715,0.0002566818,0.000265177],"category_scores_gemma":[0.0009975225,0.00007949787,0.00002783848,0.0005606294,0.000239011,0.0002540473,0.00004487856,0.001167716,0.00001318862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000678205,"about_ca_system_score_gemma":0.01519201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865795,"about_ca_topic_score_gemma":0.8998559,"domain_scores_codex":[0.9989094,0.0001725487,0.0001960838,0.0001232911,0.0003546774,0.0002440384],"domain_scores_gemma":[0.9992065,0.0003566581,0.00009097895,0.000056893,0.0001187756,0.0001701273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009642063,0.00001527832,0.169633,0.00001441343,0.000008509351,3.423065e-7,0.06176046,0.00001036306,0.00002017823,0.7176847,0.05067602,0.0001670487],"study_design_scores_gemma":[0.0002483904,0.0000202229,0.3528174,0.00005065772,0.000008385997,0.000001524479,0.1442785,0.00002284366,0.0001683496,0.03180701,0.4703056,0.0002710485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5400993,0.00006283896,0.000005887496,0.427395,0.0001335675,0.00005994953,0.00004817433,0.000009480624,0.03218581],"genre_scores_gemma":[0.9869146,0.00006079405,0.00004125092,0.007425369,0.001693018,0.000002435201,0.00001402956,0.00000387696,0.003844602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6858777,"threshold_uncertainty_score":0.990391,"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."}}