{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339543,0.00006667916,0.000139442,0.0002025013,0.00117314,0.000154305,0.0002853609,0.00008939265,0.0001834186],"category_scores_gemma":[0.0008950579,0.00004864699,0.00002342915,0.0002656587,0.0007123944,0.0003922543,0.0002677786,0.0002391724,0.0001088812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002572161,"about_ca_system_score_gemma":0.0003260672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004786986,"about_ca_topic_score_gemma":1.730679e-7,"domain_scores_codex":[0.998558,0.0000150455,0.000113895,0.0003161734,0.0006850002,0.0003118767],"domain_scores_gemma":[0.9987568,0.00006984735,0.00005445848,0.0004365181,0.0001349476,0.0005474003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001073524,0.0002223863,0.7360932,0.0002116542,0.00000859339,0.00008345205,0.0001662397,1.035594e-7,0.02001444,0.0008504428,0.04992021,0.1913557],"study_design_scores_gemma":[0.001095448,0.001055569,0.9638321,0.00009157369,0.00000541394,0.00006686337,0.00003019391,0.0001255508,0.003129624,0.0001180165,0.03037572,0.00007387742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978301,0.0001182225,0.0001064212,0.001925724,0.01156795,0.000140008,0.000001081578,0.00001384825,0.007825715],"genre_scores_gemma":[0.98927,0.00006181739,0.0009702714,0.00008971312,0.006600931,0.000001569587,3.954314e-7,0.000003313833,0.00300203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277389,"threshold_uncertainty_score":0.9022961,"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."}}