{"id":"W4400482747","doi":"10.55016/ojs/cpai.v5i1.75620","title":"Mobilizing Knowledge","year":2022,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Knowledge management","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":[],"consensus_categories":[],"category_scores_codex":[0.01184428,0.0006146143,0.0006474708,0.003129007,0.01628997,0.02364119,0.003883746,0.008031895,0.03320039],"category_scores_gemma":[0.023916,0.0003266886,0.000629911,0.003247826,0.03431979,0.0189274,0.02436646,0.005808686,0.005493558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01967869,"about_ca_system_score_gemma":0.0548103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1130331,"about_ca_topic_score_gemma":0.1210107,"domain_scores_codex":[0.9872845,0.004152034,0.0002780834,0.001058881,0.004454791,0.002771646],"domain_scores_gemma":[0.9803878,0.007011842,0.0009863516,0.003123424,0.004731942,0.003758613],"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":[0.00001576901,0.00002143491,0.0002815016,0.0001098187,0.00001020139,0.0001831105,0.02065137,0.0001853356,0.0001442234,0.8850243,0.0509161,0.04245679],"study_design_scores_gemma":[0.000008960245,0.00000931258,0.0001637545,0.0004554563,0.000007651995,0.00009957916,0.01290071,0.0001529302,0.0001994881,0.1989453,0.7870364,0.00002051251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006367712,0.007548516,0.0112378,0.1522176,0.002199657,0.00007092709,0.000105639,0.0001257055,0.8201264],"genre_scores_gemma":[0.6591277,0.01612502,0.01035721,0.03409543,0.002218674,0.0001802749,0.0003416375,0.0003364057,0.2772176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1130331,"threshold_uncertainty_score":0.2247505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025107396430806,"score_gpt":0.3062265580871428,"score_spread":0.2759754841228347,"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."}}