{"id":"W4214813554","doi":"10.1007/978-3-030-83255-1_19","title":"Helping Students Resolve the Ambiguous Expectations of Academic Integrity","year":2022,"lang":"en","type":"book-chapter","venue":"Ethics and integrity in educational contexts","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Guelph","keywords":"Syllabus; Academic integrity; Misconduct; Perspective (graphical); Point (geometry); Psychology; Space (punctuation); Mathematics education; Pedagogy; Medical education; Political science; Computer science; Social psychology; Medicine","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001471278,0.0002705924,0.0002545803,0.0005374131,0.003294653,0.005322468,0.0007376173,0.001548818,0.01403303],"category_scores_gemma":[0.003385657,0.0001439809,0.0001629499,0.0004567909,0.002154559,0.003410556,0.002522609,0.003359558,0.005573563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002324895,"about_ca_system_score_gemma":0.00437626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149143,"about_ca_topic_score_gemma":0.02076282,"domain_scores_codex":[0.9990081,0.0003999877,0.00002763129,0.00005524101,0.0004081154,0.0001008776],"domain_scores_gemma":[0.9980198,0.0009572955,0.0001312268,0.00007957209,0.000428147,0.0003839294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001238034,0.0001402916,0.002485018,0.0003068034,0.000003488867,0.0004594745,0.03422855,0.0002040269,0.001064801,0.06347749,0.6481469,0.2494708],"study_design_scores_gemma":[0.000002603803,0.00004653634,0.001975433,0.0004827396,0.000003582493,0.0004791255,0.02540913,0.0002170701,0.0008751763,0.01695994,0.9535363,0.00001227067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05131571,0.01945513,0.007743021,0.1669986,0.005137989,0.0001472433,0.0001284527,0.0005111546,0.7485626],"genre_scores_gemma":[0.2634825,0.02308953,0.01061977,0.02819281,0.001226809,0.0001443093,0.0001593088,0.0002732613,0.6728117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9984512,"threshold_uncertainty_score":0.04694515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031132474461447,"score_gpt":0.418974302827101,"score_spread":0.3158610553809563,"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."}}