{"id":"W4389318803","doi":"10.1007/978-3-031-39989-3_194","title":"Comprehensive Academic Integrity (CAI): An Ethical Framework for Educational Contexts","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Academic integrity; Engineering ethics; Argument (complex analysis); Information ethics; Research integrity; Applied ethics; Foundation (evidence); Sociology; Political science; Engineering; Medicine; 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"],"consensus_categories":[],"category_scores_codex":[0.01417067,0.0007514997,0.0005895267,0.001956207,0.008489304,0.01762571,0.002302665,0.01078067,0.006436077],"category_scores_gemma":[0.01764155,0.0004691464,0.000549639,0.002113366,0.05220712,0.01143213,0.008880957,0.01387268,0.001881707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007265858,"about_ca_system_score_gemma":0.01765052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782298,"about_ca_topic_score_gemma":0.008065023,"domain_scores_codex":[0.9868271,0.008226954,0.0005438325,0.0007799999,0.002732608,0.0008894148],"domain_scores_gemma":[0.9850104,0.009595484,0.0007760336,0.001406694,0.002283049,0.0009283407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[8.12742e-7,0.00000399495,0.00001919791,0.00001397877,4.750276e-7,0.00001572169,0.001634179,0.00004816085,0.00001331677,0.9878162,0.006925831,0.003508073],"study_design_scores_gemma":[0.000002951733,0.000008074213,0.00007227659,0.0002272722,0.000001826798,0.0001233558,0.002213025,0.0002354609,0.0001194834,0.83904,0.1579454,0.00001087961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003389717,0.009010583,0.06393912,0.06745405,0.001968221,0.000189893,0.00005250526,0.0001339523,0.853862],"genre_scores_gemma":[0.5164236,0.007956361,0.07667771,0.02935338,0.003297366,0.001488032,0.00009768215,0.0003530104,0.3643529],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9892193,"threshold_uncertainty_score":0.07494253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208507600180799,"score_gpt":0.4219197464298137,"score_spread":0.3010689864117337,"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."}}