{"id":"W3086944483","doi":"10.4018/978-1-7998-5030-4.ch013","title":"Plagiarism and Information Literacy Workshops for International Students","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Windsor; Variety (cybernetics); Information literacy; Mathematics education; Medical education; Literacy; Graduate students; Pedagogy; Psychology; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["research_integrity"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001689419,0.000505914,0.0002343373,0.000857937,0.003133274,0.002602177,0.001056875,0.0008699934,0.02356477],"category_scores_gemma":[0.003667709,0.0001744126,0.0002726106,0.0008730511,0.000661601,0.001901144,0.003925709,0.001396042,0.004107073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009652628,"about_ca_system_score_gemma":0.002749022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198885,"about_ca_topic_score_gemma":0.007479423,"domain_scores_codex":[0.999204,0.0003222644,0.00004153488,0.00005614532,0.0002276478,0.0001484202],"domain_scores_gemma":[0.997501,0.0009916887,0.0002847442,0.0001415138,0.0002585583,0.0008225577],"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":[0.0001318361,0.002164826,0.007534835,0.001271651,0.000009861962,0.001218777,0.08849256,0.0002115756,0.006840879,0.004393497,0.1741723,0.7135574],"study_design_scores_gemma":[0.00003622417,0.001176051,0.03505952,0.001636866,0.00001902174,0.00315896,0.08268823,0.0003265473,0.005761289,0.003088004,0.8670076,0.00004172765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4414931,0.01818388,0.005654043,0.01561233,0.00169808,0.0007659256,0.0002471748,0.001025439,0.5153201],"genre_scores_gemma":[0.5651332,0.02037142,0.0133677,0.002295873,0.0007546028,0.000525481,0.0004880464,0.0002336054,0.3968301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.99913,"threshold_uncertainty_score":0.07883197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770325178153723,"score_gpt":0.3520968438899658,"score_spread":0.3343935921084285,"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."}}