{"id":"W2776830820","doi":"10.1097/opx.0000000000001165","title":"New Editorial Board Talent","year":2017,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Editorial board; Pleasure; Medicine; Library science; Ophthalmology; Optometry; Management; Medical education; Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.02405906,0.003012557,0.002821922,0.008493877,0.006504288,0.02933576,0.004124336,0.008495635,0.1513822],"category_scores_gemma":[0.1161728,0.001237034,0.002300288,0.00364389,0.003117747,0.00956593,0.006086527,0.01363042,0.147027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005095697,"about_ca_system_score_gemma":0.01263122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007997322,"about_ca_topic_score_gemma":0.001714248,"domain_scores_codex":[0.9609621,0.005225031,0.003631933,0.004474317,0.02283718,0.002869386],"domain_scores_gemma":[0.8085438,0.01875673,0.009369825,0.008542269,0.1210867,0.0337007],"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":[0.00001731985,0.00001276657,0.00005521648,0.0001440958,0.000005805428,0.00006237769,0.00005890446,0.00001757673,0.00009475042,0.0008923246,0.9706632,0.02797574],"study_design_scores_gemma":[0.00001380604,0.00001309029,0.00008325846,0.0002056644,0.000008231652,0.0001703602,0.00006356637,0.00004419791,0.00005526699,0.0009989381,0.9983302,0.00001340167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000181947,0.007194522,0.001764953,0.06778622,0.8909402,0.0001734494,0.0002148953,0.0008387526,0.03090507],"genre_scores_gemma":[0.003288613,0.01227999,0.002938508,0.06750412,0.7472624,0.0004122106,0.0006263303,0.001257603,0.1644302],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1513822,"threshold_uncertainty_score":0.506424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892858702807356,"score_gpt":0.6182639841148106,"score_spread":0.528978113834075,"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."}}