{"id":"W4400482792","doi":"10.55016/ojs/cpai.v5i1.75015","title":"Where there's smoke: The library's role in bibliographic analysis of academic misconduct","year":2022,"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":"Assiniboine Community College","funders":"","keywords":"Misconduct; Academic library; Smoke; Political science; Library science; Computer science; Law; Geography; Meteorology","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1215382,0.000478035,0.001104566,0.02724176,0.04715556,0.05490077,0.005641411,0.003974893,0.009374262],"category_scores_gemma":[0.2294853,0.0007589452,0.000578862,0.03838516,0.03019557,0.02892042,0.02379603,0.004925686,0.002813631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05282194,"about_ca_system_score_gemma":0.158404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2933388,"about_ca_topic_score_gemma":0.4520678,"domain_scores_codex":[0.8914113,0.07081652,0.005623143,0.002549934,0.02410669,0.005492416],"domain_scores_gemma":[0.6909435,0.1896979,0.01808501,0.02342968,0.06414379,0.01370011],"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":[0.00008168859,0.00009590806,0.01887396,0.0007078616,0.00004361185,0.0007456301,0.4015634,0.0001530354,0.0005434725,0.08001892,0.06892067,0.4282519],"study_design_scores_gemma":[0.00001679563,0.00004681315,0.01304708,0.002116082,0.00007795012,0.0006964747,0.6299304,0.0007025574,0.001553316,0.04630387,0.3053097,0.0001989939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1090543,0.01670662,0.03106991,0.5263649,0.001951772,0.0005665342,0.0005360601,0.002307764,0.3114423],"genre_scores_gemma":[0.8721196,0.01335175,0.04292022,0.02305257,0.001026041,0.0003307367,0.0003448615,0.0009810755,0.04587315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727582,"threshold_uncertainty_score":0.642763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736664402970878,"score_gpt":0.3032791585444949,"score_spread":0.2759125145147861,"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."}}