{"id":"W104957292","doi":"10.14742/apubs.2008.2416","title":"Academic integrity compliance and education","year":2008,"lang":"en","type":"article","venue":"ASCILITE Publications","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic integrity; Compliance (psychology); Research integrity; Engineering ethics; Psychology; Engineering; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1035404,0.0005667301,0.001062449,0.006158981,0.01587954,0.02836944,0.004579595,0.009736431,0.02992639],"category_scores_gemma":[0.3227815,0.0009255035,0.0007375804,0.005424761,0.02427666,0.02310225,0.02883176,0.01408797,0.007959942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01412187,"about_ca_system_score_gemma":0.04892951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007635877,"about_ca_topic_score_gemma":0.00533759,"domain_scores_codex":[0.8295815,0.0621671,0.01344835,0.01193135,0.06883969,0.01403191],"domain_scores_gemma":[0.5559905,0.1672312,0.08066359,0.04891156,0.09662313,0.05057997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008612082,0.00083941,0.03215346,0.0005037654,0.00003492182,0.0006729875,0.03801915,0.0005382624,0.000486268,0.3635926,0.1037263,0.4593467],"study_design_scores_gemma":[0.0000547339,0.0003968717,0.02396141,0.001509869,0.00003339412,0.001243869,0.02504962,0.001084868,0.002750663,0.1902919,0.7534618,0.0001611269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06786531,0.006793243,0.02804361,0.3344316,0.002721661,0.0005511415,0.0002085695,0.001544182,0.5578407],"genre_scores_gemma":[0.849945,0.002588463,0.01151423,0.02986784,0.001244394,0.0003526845,0.0002695736,0.0003641152,0.1038536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9902636,"threshold_uncertainty_score":0.5475806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103047058799333,"score_gpt":0.3743271646728122,"score_spread":0.2712801058734792,"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."}}