{"id":"W1026565447","doi":"","title":"Nonlinear Relationships Between Letter Acuity and Face Acuity: Implications for Assessment of Visual Function","year":2007,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Université de Montréal; McGill University","funders":"","keywords":"Visual acuity; Optometry; Function (biology); Face (sociological concept); Nonlinear system; Psychology; Medicine; Ophthalmology; Physics; Sociology; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003431222,0.0002030898,0.0003149364,0.0002658462,0.0007077015,0.00003059102,0.0003065786,0.0002194615,0.00007553995],"category_scores_gemma":[0.0005753466,0.0001906298,0.00006503278,0.0008703076,0.003142001,0.0003045902,0.0001502031,0.0004160183,0.00001407303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009542018,"about_ca_system_score_gemma":0.0001863321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006114776,"about_ca_topic_score_gemma":0.000004067881,"domain_scores_codex":[0.9977862,0.0002286327,0.0005027254,0.0007004259,0.0002436663,0.0005383433],"domain_scores_gemma":[0.9975122,0.001285425,0.000385304,0.0002505648,0.0002973987,0.0002690695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003101108,0.0001515728,0.7460011,0.00001012606,0.00004777583,0.000003740319,0.0012773,0.000004268557,0.2450576,0.005958868,0.00009664258,0.001360037],"study_design_scores_gemma":[0.0004132904,0.0009672057,0.9799461,0.00001215379,0.00005336175,0.00003451905,0.0006456111,0.0001333515,0.009036307,0.008316447,0.0002564381,0.0001852584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860456,0.00002871684,0.008949379,0.001346049,0.0002747236,0.0005998898,0.00005342369,0.00003863402,0.002663582],"genre_scores_gemma":[0.9942653,5.556343e-7,0.004961126,0.0002696359,0.0001782737,0.00006401208,0.00003690366,0.00001628484,0.0002079492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360213,"threshold_uncertainty_score":0.9995708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430990163747569,"score_gpt":0.4462457744013064,"score_spread":0.3031467580265496,"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."}}