{"id":"W1973961318","doi":"10.1364/josaa.29.00a268","title":"Hypoxia, color vision deficiencies, and blood oxygen saturation","year":2012,"lang":"en","type":"article","venue":"Journal of the Optical Society of America A","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Federal Aviation Administration","keywords":"Trichromacy; Color vision; Chromatic scale; Color Vision Defects; Optics; Color discrimination; Artificial intelligence; Colour Vision; Color perception test; Computer vision; Ellipse; Brightness; Optometry; Mathematics; Physics; Computer science; Medicine; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003248103,0.0004346479,0.000502529,0.001177921,0.0005005054,0.0003273617,0.0002488025,0.0004641305,0.001486386],"category_scores_gemma":[0.001630837,0.0001794051,0.0001602467,0.0008976255,0.0005683678,0.0003016387,0.0002723028,0.0005480254,0.0001301963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006275869,"about_ca_system_score_gemma":0.0004160258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070598,"about_ca_topic_score_gemma":0.01175835,"domain_scores_codex":[0.9997396,0.00004188604,0.0000213288,0.00005390042,0.00009119762,0.00005211047],"domain_scores_gemma":[0.9992114,0.000128243,0.0001885024,0.00003118092,0.0001362356,0.0003042858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002310865,0.0003765258,0.978519,0.00006631795,0.000096765,0.003333721,0.0002824531,0.0002404537,0.009678809,0.0001800364,0.0003461909,0.004568916],"study_design_scores_gemma":[0.00001306489,0.0005004061,0.996366,0.000006992077,0.00002393514,0.001777449,0.00008422422,0.0003734183,0.0006556512,0.00005651948,0.0001362272,0.000005987238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962352,0.0005463839,0.0003321379,0.00008299607,0.00001357058,0.00006664369,0.0004245253,0.00001815831,0.002280389],"genre_scores_gemma":[0.998771,0.0001242507,0.0001901519,0.00004078974,0.00001341046,0.00003302683,0.0002014846,0.000002894256,0.0006229825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070598,"threshold_uncertainty_score":0.02128732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066839780580257,"score_gpt":0.2959299640972175,"score_spread":0.265261566291415,"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."}}