{"id":"W4214850383","doi":"10.1007/978-3-030-83255-1_8","title":"Contract Cheating in Canada: A Comprehensive Overview","year":2022,"lang":"en","type":"book-chapter","venue":"Ethics and integrity in educational contexts","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Guelph","keywords":"Cheating; Commonwealth; Action (physics); Legislation; Political science; Certification; Law; Mill; Call to action; Criminology; Law and economics; Business; Sociology; Psychology; Social psychology; Engineering; Marketing","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001928329,0.0009138571,0.0008020125,0.01632184,0.008997686,0.008781209,0.002101173,0.002354963,0.01620451],"category_scores_gemma":[0.005177087,0.000652194,0.000596937,0.03247853,0.004873896,0.002731486,0.002285048,0.002632788,0.001711186],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1351722,"about_ca_system_score_gemma":0.2498327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832304,"about_ca_topic_score_gemma":0.9889417,"domain_scores_codex":[0.996767,0.0002146004,0.0001241559,0.0002177064,0.0020531,0.0006233246],"domain_scores_gemma":[0.9936467,0.001172533,0.0004022784,0.0001258329,0.003754275,0.000898313],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003535138,0.00008968356,0.006669762,0.0039624,0.00003543171,0.0005802661,0.005068695,0.0008438376,0.0001549832,0.09909889,0.3947665,0.4886943],"study_design_scores_gemma":[0.000002892953,0.000009349279,0.008829592,0.002736701,0.00001679729,0.0002202235,0.0013439,0.0001563374,0.00007603603,0.002191707,0.9843804,0.00003612957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005686655,0.7526159,0.0008268742,0.02172389,0.001300044,0.000100628,0.002160846,0.0001384557,0.2154467],"genre_scores_gemma":[0.0484173,0.9042457,0.001499287,0.004420059,0.0006493677,0.00006349252,0.001268653,0.0001196164,0.0393165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9980717,"threshold_uncertainty_score":0.9807476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112565572603717,"score_gpt":0.3736821056026217,"score_spread":0.2611165329989047,"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."}}