{"id":"W2098030430","doi":"10.1016/j.maturitas.2012.03.011","title":"Cooperation between research institutions and journals on research integrity cases: Guidance from the Committee on Publication Ethics (COPE)","year":2012,"lang":"en","type":"article","venue":"Maturitas","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Statens Serum Institut; University of California, San Diego; Cross River University of Technology; University of Minnesota; Karolinska Institutet; University of Aberdeen; Universidade Federal do Rio de Janeiro; University of Connecticut; Monash University; Cardiff University; University of New South Wales; York University; Sveučilište u Zagrebu; Christian Medical College, Vellore; University of Oxford; Nanyang Technological University","keywords":"Scientific misconduct; Misconduct; Publication; Safeguarding; Officer; Suspect; Medicine; Research ethics; Research integrity; Publishing; Public relations; Political science; Law; Alternative medicine; Nursing; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04117065,0.00009892031,0.0001320483,0.0001647642,0.005217177,0.0005919893,0.0006017337,0.001036078,0.0002713769],"category_scores_gemma":[0.03130914,0.00007043066,0.00003056416,0.0007130555,0.001190629,0.0006544301,0.0001291771,0.01253303,0.0004500357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003081143,"about_ca_system_score_gemma":0.0005498645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194472,"about_ca_topic_score_gemma":0.003775731,"domain_scores_codex":[0.9911516,0.006179684,0.0002684387,0.0002344155,0.001585334,0.000580468],"domain_scores_gemma":[0.9853191,0.01279733,0.00006490038,0.000341108,0.001256715,0.0002208243],"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":[0.00003108775,0.00007990021,0.01353157,0.000006265042,0.00001791668,0.000001551959,0.03618505,0.000001067916,0.00004571317,0.6306459,0.316251,0.00320305],"study_design_scores_gemma":[0.0001365903,0.00007462533,0.04746809,0.0002290726,0.000009904607,0.000002152275,0.009897077,0.00001068973,0.000276129,0.01642289,0.9253473,0.0001255238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4329342,0.002998399,0.0002455214,0.4436342,0.0007275167,0.0009717793,0.0003387057,0.00008224443,0.1180674],"genre_scores_gemma":[0.9939541,0.0007393743,0.0001998718,0.00191966,0.002193945,0.00003585807,0.00006412507,0.00000805021,0.0008850599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.614223,"threshold_uncertainty_score":0.9960779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6041774147874082,"score_gpt":0.5535568546090945,"score_spread":0.05062056017831362,"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."}}