{"id":"W4405409524","doi":"10.1016/b978-0-443-13701-3.00540-5","title":"Academic Misconduct","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Misconduct; Political science; Psychology; Criminology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006578092,0.001209588,0.001750448,0.00524316,0.006374165,0.01665848,0.002063139,0.008283988,0.3834454],"category_scores_gemma":[0.03572601,0.0009385675,0.0009254286,0.006315897,0.004202703,0.006287849,0.006638264,0.005170524,0.3732452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002576452,"about_ca_system_score_gemma":0.007496408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00280979,"about_ca_topic_score_gemma":0.006620512,"domain_scores_codex":[0.9939044,0.001251128,0.0003761932,0.0007214403,0.003293924,0.0004528854],"domain_scores_gemma":[0.9813516,0.005919435,0.001165438,0.004085605,0.005982735,0.00149514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001184244,0.00002798661,0.0002800131,0.0001911192,0.000007890992,0.0001067092,0.000532351,0.00006675932,0.0001121124,0.03286164,0.8404843,0.1253173],"study_design_scores_gemma":[0.000003305914,0.000008206692,0.0001971993,0.0003059285,0.000005895717,0.0001158623,0.0001958243,0.000087628,0.00008749615,0.009703213,0.9892825,0.000007070941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003439202,0.003559886,0.0007227517,0.007830013,0.003468537,0.00005349041,0.0002289516,0.0002944962,0.983498],"genre_scores_gemma":[0.002468509,0.00151348,0.0002717254,0.001858003,0.0008012026,0.00004361726,0.0001289755,0.0001108782,0.9928036],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.991716,"threshold_uncertainty_score":0.8794404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870435026941785,"score_gpt":0.3126024005860746,"score_spread":0.2738980503166568,"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."}}