{"id":"W2566325335","doi":"10.1126/science.354.6318.1361","title":"In Canada, case spurs concern over misconduct secrecy","year":2016,"lang":"en","type":"article","venue":"Science","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Secrecy; Misconduct; Scientific misconduct; Political science; Computer security; Criminology; Law; Psychology; Medicine; Computer science; Pathology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009943871,0.0004074263,0.000632189,0.001917296,0.04111601,0.01036995,0.003309332,0.02115487,0.01063843],"category_scores_gemma":[0.04388665,0.0005962924,0.0007569596,0.00265966,0.0114412,0.004212799,0.00265602,0.02117413,0.001747427],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0436293,"about_ca_system_score_gemma":0.1287223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9102039,"about_ca_topic_score_gemma":0.9746611,"domain_scores_codex":[0.9850108,0.001136256,0.0004424471,0.001071551,0.008479398,0.00385958],"domain_scores_gemma":[0.9440514,0.01666782,0.002422363,0.001853586,0.0251399,0.009864847],"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":[0.00004238841,0.00007583856,0.01839778,0.0001378102,0.00003770678,0.003144796,0.01317513,0.0002420173,0.001094294,0.1585628,0.7806587,0.02443084],"study_design_scores_gemma":[0.00002837535,0.00007044816,0.01707069,0.0004131485,0.000101638,0.00205404,0.02948643,0.0009926178,0.002265448,0.0182294,0.9291101,0.0001776573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02877201,0.00124776,0.002274464,0.7926368,0.003786057,0.0001005915,0.0003308589,0.0002895994,0.1705619],"genre_scores_gemma":[0.259072,0.001716061,0.002228159,0.5675247,0.001166811,0.0000488693,0.0001802847,0.0001649004,0.1678982],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9788451,"threshold_uncertainty_score":0.3165542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715781374551499,"score_gpt":0.3253506077534237,"score_spread":0.2881927940079087,"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."}}