{"id":"W1731370542","doi":"","title":"Plagiarism Education: Strategies for Instructors","year":2015,"lang":"en","type":"article","venue":"International Journal of Learning Teaching and Educational Research","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Plagiarism detection; Psychology; Medical education; Mathematics education; Focus (optics); Computer science; Medicine; Physics","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":["research_integrity"],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","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":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008554487,0.001209757,0.0007430246,0.002804656,0.004467175,0.005817513,0.002908194,0.002806732,0.01439434],"category_scores_gemma":[0.02832245,0.0004712993,0.0005903814,0.001140861,0.001203798,0.00699013,0.004781438,0.00252907,0.005588335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155498,"about_ca_system_score_gemma":0.003484245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000636932,"about_ca_topic_score_gemma":0.001420603,"domain_scores_codex":[0.9957664,0.002415711,0.0002746044,0.0003757939,0.0008233268,0.0003441951],"domain_scores_gemma":[0.9760761,0.01147747,0.002854504,0.001834926,0.003644896,0.004112132],"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":[0.0001177706,0.002376289,0.01346397,0.001135342,0.00002358203,0.000520147,0.03670623,0.0002428884,0.00398545,0.002910139,0.03134307,0.9071752],"study_design_scores_gemma":[0.0004298937,0.004065754,0.04679836,0.005543523,0.0003751775,0.005495366,0.189516,0.00653899,0.01737066,0.04037153,0.6830673,0.0004275738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4258953,0.01636465,0.2352901,0.1031279,0.001982552,0.006005163,0.0002609874,0.01974568,0.1913277],"genre_scores_gemma":[0.6967346,0.006954393,0.2256944,0.005314176,0.0007810218,0.002636191,0.0003779104,0.0005308479,0.06097653],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9971933,"threshold_uncertainty_score":0.04815388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469886411925829,"score_gpt":0.4972989143648596,"score_spread":0.3503102731722767,"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."}}