{"id":"W1860732586","doi":"10.47678/cjhe.v36i2.183537","title":"Academic Misconduct within Higher Education in Canada","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"John Templeton Foundation","keywords":"Misconduct; Academic integrity; Copying; Scientific misconduct; Higher education; Psychology; Medical education; Test (biology); Academic achievement; Perception; Maturity (psychological); Cheating; Criminology; Political science; Pedagogy; Law; Social psychology; Medicine","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0109716,0.000336381,0.000749804,0.005862003,0.03294089,0.007398152,0.003111923,0.001851945,0.003125227],"category_scores_gemma":[0.04382069,0.0005524387,0.0005291387,0.01098088,0.008110031,0.001946543,0.005751176,0.003354521,0.0002711626],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1512907,"about_ca_system_score_gemma":0.2970911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881415,"about_ca_topic_score_gemma":0.9949186,"domain_scores_codex":[0.974571,0.004001092,0.001006005,0.001438167,0.01217297,0.006810813],"domain_scores_gemma":[0.8941352,0.01675225,0.01955012,0.00292446,0.04552744,0.02111056],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002800217,0.000319295,0.6136935,0.0004748491,0.00007315427,0.002528449,0.2175963,0.0006878132,0.0009920993,0.01271244,0.01878749,0.1318545],"study_design_scores_gemma":[0.00002468614,0.0001464764,0.7951826,0.0004279215,0.00004173865,0.0006574999,0.1580816,0.0008490175,0.0008713679,0.001598107,0.04192838,0.0001906516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593796,0.002924748,0.0003748745,0.01247558,0.0001261181,0.0001715742,0.000349247,0.00004317487,0.02415502],"genre_scores_gemma":[0.9939551,0.001018584,0.0002295003,0.0007969616,0.00001571702,0.00001575436,0.00007093496,0.000008126698,0.00388932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981481,"threshold_uncertainty_score":0.9843825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979834777675191,"score_gpt":0.2985024414038489,"score_spread":0.2787040936270969,"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."}}