{"id":"W4400482641","doi":"10.55016/ojs/cpai.v4i2.74165","title":"Learn by Doing: An Academic Integrity Policy Revision","year":2021,"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":"Academic integrity; Research integrity; Political science; Psychology; Engineering ethics; Business; Public relations; Social psychology; 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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.2303913,0.00114164,0.001679053,0.004670253,0.06744636,0.05245229,0.01235476,0.04842437,0.008268524],"category_scores_gemma":[0.3118605,0.002298064,0.002956133,0.004092129,0.03678754,0.02451884,0.02323306,0.05993188,0.002769164],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1759751,"about_ca_system_score_gemma":0.4957367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5122704,"about_ca_topic_score_gemma":0.4981637,"domain_scores_codex":[0.7159705,0.08077543,0.01876398,0.01868074,0.1220448,0.04376446],"domain_scores_gemma":[0.5724277,0.1119805,0.01585547,0.03259447,0.2024057,0.06473618],"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":[0.0001195177,0.0004140448,0.004437075,0.0004730164,0.000102691,0.002156854,0.1025292,0.001886302,0.002557617,0.4140103,0.3895818,0.0817315],"study_design_scores_gemma":[0.00004403894,0.00009934394,0.001539064,0.0006908806,0.00004171125,0.0002544514,0.03969922,0.00101759,0.00165399,0.02367411,0.9309976,0.0002880364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009029746,0.000897403,0.009944601,0.9422233,0.004808601,0.0006636132,0.00007929502,0.0003326781,0.0320208],"genre_scores_gemma":[0.3217917,0.001953757,0.06564912,0.4816109,0.002023005,0.001027642,0.0002544747,0.0007387337,0.1249507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9515756,"threshold_uncertainty_score":0.9812039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440522120560843,"score_gpt":0.357553643426967,"score_spread":0.3231484222213586,"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."}}