{"id":"W4400482783","doi":"10.55016/ojs/cpai.v6i1.76919","title":"Promoting Academic Integrity in Virtual Classrooms: A Gamified Approach","year":2023,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Seneca Polytechnic","funders":"","keywords":"Academic integrity; Mathematics education; Computer science; Pedagogy; Psychology; Engineering ethics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.005024088,0.0007688027,0.0004419661,0.001662641,0.003752514,0.01095843,0.002747863,0.002206741,0.01291651],"category_scores_gemma":[0.005869928,0.0002639455,0.0005503643,0.0008694548,0.005014672,0.0064678,0.01458248,0.003021632,0.00194746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794244,"about_ca_system_score_gemma":0.003986206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173985,"about_ca_topic_score_gemma":0.007387819,"domain_scores_codex":[0.9965925,0.002012349,0.00006906939,0.0001560389,0.0006196175,0.0005504013],"domain_scores_gemma":[0.9961206,0.001107607,0.00022236,0.0003290135,0.0002953928,0.001924816],"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":[0.0003117074,0.003213337,0.004378427,0.0008025539,0.00006842597,0.0007976157,0.04491616,0.0048702,0.00308972,0.3016838,0.04366801,0.5922002],"study_design_scores_gemma":[0.0002190758,0.001521638,0.004732577,0.002025082,0.00008193231,0.001261348,0.0621448,0.01457664,0.005123835,0.2442521,0.6638867,0.0001742316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2277376,0.003443204,0.1486353,0.03330686,0.0008983547,0.001251591,0.0001158919,0.001570155,0.583041],"genre_scores_gemma":[0.8056654,0.003295776,0.1256006,0.002036796,0.0001555037,0.0005646987,0.0000958204,0.0001422882,0.0624431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01291651,"threshold_uncertainty_score":0.04321003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05190957729722096,"score_gpt":0.3529616129675415,"score_spread":0.3010520356703206,"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."}}