{"id":"W4404038076","doi":"10.55016/ojs/cpai.v7i5.79767","title":"International Centre for Academic Integrity Canadian Consortium","year":2024,"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":"Humber Polytechnic","funders":"","keywords":"Academic integrity; Research integrity; Library science; Political science; Computer science; Public relations","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":[0.01625763,0.0009483786,0.0007944691,0.004362575,0.03072429,0.02272857,0.004594712,0.006771637,0.09330335],"category_scores_gemma":[0.04595229,0.0005227542,0.0008045576,0.005355883,0.008856948,0.00562364,0.01266501,0.00942372,0.01614246],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07998989,"about_ca_system_score_gemma":0.4094036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8225588,"about_ca_topic_score_gemma":0.8503183,"domain_scores_codex":[0.9659654,0.002735187,0.001074311,0.002652426,0.0211869,0.006385816],"domain_scores_gemma":[0.874443,0.004559181,0.002978792,0.005578062,0.07656045,0.03588051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002523196,0.00002994809,0.001047712,0.0001084612,0.00001065826,0.0001869038,0.001252271,0.0001017058,0.0001660359,0.207746,0.7503892,0.03893594],"study_design_scores_gemma":[0.000004480021,0.000005195676,0.0006732438,0.00009214406,0.000004798749,0.00007680686,0.0008039463,0.00007264615,0.0001078622,0.003191575,0.9949478,0.00001955985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003250802,0.007536535,0.004492462,0.2546561,0.01058864,0.0004696378,0.001615029,0.0004964225,0.7168943],"genre_scores_gemma":[0.1066406,0.008799192,0.01225235,0.02943382,0.002334552,0.0003854379,0.002257574,0.0005413746,0.8373551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9932284,"threshold_uncertainty_score":0.5803699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574172896017015,"score_gpt":0.341752649664786,"score_spread":0.3060109207046158,"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."}}