{"id":"W2791638110","doi":"10.1007/s10459-018-9810-9","title":"Good news, bad news","year":2018,"lang":"en","type":"editorial","venue":"Advances in Health Sciences Education","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"News media; Psychology; Advertising; Business","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01437413,0.002534841,0.00259154,0.003295242,0.005844259,0.01723548,0.003264151,0.02118204,0.03077717],"category_scores_gemma":[0.08616742,0.00106175,0.001627499,0.001622841,0.006711759,0.01202961,0.0031897,0.03548627,0.01991674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005249454,"about_ca_system_score_gemma":0.0061425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750918,"about_ca_topic_score_gemma":0.004872062,"domain_scores_codex":[0.9853342,0.003001908,0.001676686,0.001627361,0.00735852,0.001001395],"domain_scores_gemma":[0.9480236,0.02168542,0.002895649,0.002185279,0.01770816,0.007501844],"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":[0.000009862322,0.00000709368,0.00002381801,0.000092837,0.000005046442,0.00004235097,0.00004359835,0.000008200743,0.00002044926,0.0008288624,0.9947001,0.004217762],"study_design_scores_gemma":[0.00001784341,0.00001484716,0.000121415,0.000336743,0.00001367714,0.000103107,0.000160431,0.00004455349,0.00005149467,0.001796439,0.9973226,0.00001699104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003206404,0.003198182,0.00009493651,0.1444542,0.8494171,0.0000123213,0.00003718153,0.0000734863,0.002680574],"genre_scores_gemma":[0.0008028188,0.003813247,0.0001599552,0.1189104,0.8523088,0.0000264047,0.00004013156,0.0001123683,0.02382588],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9788179,"threshold_uncertainty_score":0.1029599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730205177269861,"score_gpt":0.4214055966356946,"score_spread":0.404103544862996,"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."}}