{"id":"W4416996116","doi":"10.1097/opx.0000000000002311","title":"Thank you to our publisher, editors, editorial office, authors, and reviewers","year":2025,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003707431,0.0001389007,0.0001990496,0.000596092,0.001095056,0.002835838,0.0004591147,0.0000839147,0.00004585041],"category_scores_gemma":[0.002378417,0.0001088318,0.00002995031,0.0008150428,0.0003228634,0.002261655,0.0003645235,0.0003663158,0.00001388978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002676557,"about_ca_system_score_gemma":0.0001031909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006176906,"about_ca_topic_score_gemma":0.000001868484,"domain_scores_codex":[0.9982068,0.00004691947,0.0002596574,0.0005021838,0.0006490957,0.0003353653],"domain_scores_gemma":[0.9989931,0.0001418997,0.00007453559,0.0002071578,0.0003344998,0.0002488297],"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":[0.00001661979,0.00001378033,0.001298878,0.000053561,0.000002748239,3.712359e-7,0.001255745,2.996715e-7,0.00007121251,0.01079783,0.9712143,0.01527464],"study_design_scores_gemma":[0.0001545146,0.00004668973,0.001191004,0.0002465622,0.00000934101,0.00000100728,0.003435976,0.0000282752,0.00002043493,0.0003220502,0.9944016,0.0001425576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.2056065,0.003529113,0.0003444465,0.03002765,0.5637677,0.000614284,0.00005768158,0.0003231025,0.1957295],"genre_scores_gemma":[0.8708504,0.0001837361,0.0004699369,0.001453022,0.1097326,0.00001029402,0.000005444997,0.00001041138,0.01728409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.665244,"threshold_uncertainty_score":0.9981993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759682364094414,"score_gpt":0.3890554183462784,"score_spread":0.3714585947053343,"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."}}