{"id":"W4400482801","doi":"10.55016/ojs/cpai.v4i1.72852","title":"Championing academic integrity in academic development","year":2021,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assiniboine Community College","funders":"","keywords":"Academic integrity; Engineering ethics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.04075051,0.0005024495,0.0005060553,0.002930663,0.02080447,0.0262714,0.002948011,0.00862729,0.007682742],"category_scores_gemma":[0.0643849,0.000577037,0.0006177865,0.002261779,0.05375486,0.01412319,0.02627713,0.01301541,0.001677108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03493769,"about_ca_system_score_gemma":0.1156579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1035739,"about_ca_topic_score_gemma":0.141171,"domain_scores_codex":[0.9384583,0.0355875,0.001778022,0.002352668,0.01351752,0.008305946],"domain_scores_gemma":[0.8883142,0.03244669,0.008222396,0.006136225,0.03247184,0.03240865],"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":[0.00004455749,0.000215004,0.01125596,0.0006614479,0.00003577077,0.0007809971,0.2725525,0.0003262911,0.0006197294,0.4274172,0.1050895,0.181001],"study_design_scores_gemma":[0.00002602483,0.0000960543,0.006192909,0.00153283,0.00002422552,0.0006776484,0.1098657,0.0002305076,0.0008953745,0.06213945,0.8182362,0.00008293115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03440119,0.0116944,0.01161703,0.7005113,0.003775365,0.0002399957,0.00004708215,0.0002358125,0.2374778],"genre_scores_gemma":[0.868551,0.00983976,0.01363014,0.05803138,0.001030445,0.0002407858,0.00005658401,0.0001665662,0.04845333],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1035739,"threshold_uncertainty_score":0.2534919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981640163861228,"score_gpt":0.3687254023404124,"score_spread":0.3189090007018001,"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."}}