{"id":"W4400482709","doi":"10.55016/ojs/cpai.v2i1.68526","title":"U Have Integrity","year":2019,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009015141,0.0005496476,0.0007011684,0.001045512,0.02255707,0.01140254,0.001739232,0.005115615,0.07958027],"category_scores_gemma":[0.03158499,0.000445643,0.0005566581,0.0008955478,0.01990581,0.009450674,0.01380344,0.008879786,0.02462217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007570582,"about_ca_system_score_gemma":0.02361839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08505382,"about_ca_topic_score_gemma":0.09783508,"domain_scores_codex":[0.9796456,0.005040213,0.0004582077,0.001589978,0.006622663,0.006643333],"domain_scores_gemma":[0.9791147,0.002260954,0.001329498,0.002193213,0.007625231,0.007476302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005900157,0.0001045857,0.005021519,0.0001851644,0.00003001843,0.0008747905,0.07510751,0.0000995336,0.0007377958,0.4535109,0.3638344,0.1004348],"study_design_scores_gemma":[0.000006424673,0.00004024269,0.001162878,0.000197224,0.000009122371,0.0004630273,0.02491108,0.00004063901,0.000300526,0.02140583,0.9514257,0.00003727762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01611141,0.001654602,0.004504058,0.1137268,0.003599329,0.0001908611,0.0001889922,0.0002638174,0.8597601],"genre_scores_gemma":[0.4088876,0.001927177,0.003616655,0.07598726,0.0008498151,0.0001953567,0.0002257637,0.0002994396,0.5080108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9948844,"threshold_uncertainty_score":0.2662225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971710237440853,"score_gpt":0.3729787458803702,"score_spread":0.3132616435059617,"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."}}