{"id":"W2944645468","doi":"10.11575/prism/36469","title":"Canadian Symposium on Academic Integrity: Program and Abstracts","year":2019,"lang":"en","type":"article","venue":"Open MIND","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic integrity; Research integrity; Political science; Engineering ethics; Medical education; Library science; Medicine; Computer science; Public relations; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008982469,0.001729287,0.001279435,0.00673025,0.01512873,0.01479837,0.003704089,0.004136802,0.1509163],"category_scores_gemma":[0.01526375,0.000828149,0.001002538,0.008538003,0.004742573,0.003426458,0.007196853,0.004698065,0.04335075],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0617172,"about_ca_system_score_gemma":0.2391551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.723322,"about_ca_topic_score_gemma":0.8078095,"domain_scores_codex":[0.9861237,0.001020611,0.0003987209,0.0006202022,0.009741781,0.002094914],"domain_scores_gemma":[0.9600884,0.001074019,0.0008422249,0.001096878,0.02791027,0.008988197],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001665369,0.00001182733,0.00007968721,0.0001495883,0.00000342384,0.00002173745,0.0001832779,0.00003533338,0.0001212105,0.004605121,0.9757749,0.01899714],"study_design_scores_gemma":[0.000003389949,0.000005124385,0.0005909434,0.0001318648,0.000003267633,0.00002163824,0.0002827081,0.00002870154,0.00008267452,0.0005536355,0.9982834,0.00001257157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002757269,0.08722118,0.002785676,0.1750527,0.06207592,0.0009339248,0.005947378,0.0007387622,0.6624873],"genre_scores_gemma":[0.03863736,0.07485536,0.003659455,0.005819502,0.01297519,0.0004517667,0.00425582,0.0004989977,0.8588464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9958632,"threshold_uncertainty_score":0.5566149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163247236112377,"score_gpt":0.3563635695918783,"score_spread":0.3147310972307545,"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."}}