{"id":"W4400482664","doi":"10.55016/ojs/cpai.v4i2.74163","title":"Systematic Collaboration to Promote Academic Integrity During Emergency Crisis","year":2021,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Academic integrity; Research integrity; Business; Political science; Engineering ethics; Public relations; 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":[0.1253034,0.001045841,0.001157151,0.005367227,0.01292435,0.01489812,0.004198963,0.007957917,0.006688304],"category_scores_gemma":[0.1534916,0.0007090961,0.001411841,0.003667092,0.01242649,0.01601825,0.03815622,0.006309609,0.002553903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006558456,"about_ca_system_score_gemma":0.08102692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788595,"about_ca_topic_score_gemma":0.003191533,"domain_scores_codex":[0.7773275,0.1913057,0.006834231,0.005812094,0.01173427,0.006986215],"domain_scores_gemma":[0.7805604,0.1092139,0.0229075,0.02797736,0.03428196,0.02505878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002455103,0.0006324831,0.01490377,0.00610207,0.0003311643,0.002511975,0.392079,0.002704417,0.005581623,0.1136748,0.08056068,0.3806726],"study_design_scores_gemma":[0.0001205211,0.0004288006,0.0116359,0.008147622,0.0001170144,0.001025109,0.2907137,0.001562104,0.002944882,0.1376432,0.545472,0.0001892796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1671251,0.02481944,0.2761181,0.3220617,0.008916788,0.007541941,0.000663701,0.00199163,0.1907616],"genre_scores_gemma":[0.8414453,0.00700238,0.107113,0.01801554,0.001254339,0.004168959,0.0006400281,0.0003620217,0.01999848],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1253034,"threshold_uncertainty_score":0.6626755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159692246196123,"score_gpt":0.3606917217831814,"score_spread":0.3290947993212202,"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."}}