{"id":"W2350476904","doi":"","title":"Standardized Management of Student's Academic Ethics in Universities of Canada:Experience and Inspiration——A Case Study in University of Saskatchewan","year":2011,"lang":"en","type":"article","venue":"Huazhong Nongye Daxue xuebao","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anomie; Academic integrity; Ideology; Institution; Engineering ethics; Quality (philosophy); Sociology; Political science; Law; Engineering; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004396131,0.0004758296,0.0004647618,0.001267749,0.03052644,0.005430934,0.002429309,0.002083394,0.001547808],"category_scores_gemma":[0.005109423,0.0004255078,0.0003766128,0.003570048,0.008843956,0.001446648,0.005291456,0.002634825,0.0002274895],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07640469,"about_ca_system_score_gemma":0.1229121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9424572,"about_ca_topic_score_gemma":0.9854578,"domain_scores_codex":[0.994034,0.002283791,0.0001707548,0.0003753753,0.001091879,0.002044256],"domain_scores_gemma":[0.9918589,0.001271232,0.0006452911,0.0004064655,0.002064487,0.003753578],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001831507,0.001326944,0.1590228,0.0001933621,0.00005135737,0.009909688,0.7420124,0.001132756,0.004194838,0.01159123,0.008006549,0.0623749],"study_design_scores_gemma":[0.00002102843,0.0001509819,0.06878292,0.00009103644,0.00001655655,0.0006923497,0.8941547,0.0008092579,0.001428876,0.0005978443,0.03315127,0.0001031925],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922179,0.0002121533,0.0002853449,0.001390614,0.00001508073,0.00007233581,0.00003250607,0.000008584247,0.005765511],"genre_scores_gemma":[0.9957066,0.0002590888,0.000464664,0.0002870161,0.000004572825,0.00001889979,0.00002568627,0.000006954423,0.003226438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9979166,"threshold_uncertainty_score":0.5543574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04374603220422293,"score_gpt":0.2893929135418383,"score_spread":0.2456468813376153,"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."}}