{"id":"W4400482653","doi":"10.55016/ojs/cpai.v4i2.74173","title":"Student Voices in Academic Integrity","year":2021,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Langara College","funders":"","keywords":"Academic integrity; Research integrity; Academic dishonesty; Psychology; Engineering ethics; Cheating; Social psychology; 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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01665377,0.0004889491,0.0008156621,0.002691745,0.07685082,0.03024485,0.002475997,0.01175833,0.01657384],"category_scores_gemma":[0.03347059,0.0003944746,0.0005153253,0.004492015,0.05582222,0.01387323,0.01901736,0.01915768,0.001723349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04959581,"about_ca_system_score_gemma":0.04741772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.408419,"about_ca_topic_score_gemma":0.4288145,"domain_scores_codex":[0.9754514,0.01125715,0.000406793,0.001117396,0.004594658,0.007172556],"domain_scores_gemma":[0.9724039,0.01060275,0.001956676,0.001333738,0.004707546,0.008995294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004091269,0.0000291895,0.002021657,0.00008519963,0.00000850614,0.0003938755,0.4093459,0.00005914762,0.0001903748,0.5019187,0.06592964,0.01997697],"study_design_scores_gemma":[0.00001498633,0.00003089692,0.002013975,0.0002933388,0.000008585995,0.0001967136,0.3214565,0.00008491879,0.0002673214,0.02764401,0.6479323,0.00005648617],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08044284,0.01112976,0.0009861628,0.4978994,0.003180207,0.00004776315,0.00009654782,0.00008399723,0.4061333],"genre_scores_gemma":[0.9062883,0.00388065,0.0001978334,0.0353407,0.0009921941,0.0000222711,0.00003983503,0.00008396916,0.05315428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9882417,"threshold_uncertainty_score":0.8120834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219678558964562,"score_gpt":0.3675141885887048,"score_spread":0.3253174029990592,"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."}}