{"id":"W2587924803","doi":"10.1002/yd.20225","title":"Editors’ Notes","year":2017,"lang":"en","type":"editorial","venue":"New Directions for Student Leadership","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Medical education; Sociology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001121862,0.001105264,0.001204918,0.0007511078,0.001888982,0.001175684,0.002342758,0.00226493,0.0002067051],"category_scores_gemma":[0.01180231,0.001190197,0.001031406,0.0003147397,0.0003389661,0.0004719651,0.0002297645,0.002047648,0.004887095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139369,"about_ca_system_score_gemma":0.001611926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136355,"about_ca_topic_score_gemma":0.004148947,"domain_scores_codex":[0.993481,0.000165567,0.0007635774,0.001599535,0.002546867,0.001443435],"domain_scores_gemma":[0.991168,0.00425197,0.001031432,0.002158804,0.0008604136,0.0005293408],"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":[0.0001359936,0.0003145577,0.000167156,0.0001868881,0.0006927217,0.000005808363,0.0009009538,0.000007813962,0.00003701774,0.00002639211,0.9954727,0.002052048],"study_design_scores_gemma":[0.002189467,0.000271674,0.000198725,0.0004006446,0.0009741828,0.00000185518,0.0005919852,0.000002384902,0.0001988015,0.0001172231,0.9939036,0.001149414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000005733176,0.001371091,0.000243009,0.001134422,0.9840029,0.001793396,0.001636222,0.001311095,0.008502084],"genre_scores_gemma":[0.0001614718,0.00007963133,0.000388644,0.0000248593,0.8729572,0.0007617746,0.001441715,0.0006376185,0.1235471],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.115045,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091447642715912,"score_gpt":0.3799648996031929,"score_spread":0.2708201353316018,"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."}}