{"id":"W3210387090","doi":"10.15353/cjo.v49i1.4538","title":"Aviation Vision and the Optometrist","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optometry; Cockpit; Aviation; Legislation; Visual acuity; Aeronautics; Computer science; Engineering; Medicine; Political science; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002193469,0.0002201861,0.0002038619,0.001061323,0.003051723,0.004369923,0.000428097,0.002988431,0.01579233],"category_scores_gemma":[0.006235145,0.0001755545,0.000156138,0.0005017847,0.004593495,0.00247915,0.001868629,0.004041608,0.002588325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003033543,"about_ca_system_score_gemma":0.005209057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169675,"about_ca_topic_score_gemma":0.02555109,"domain_scores_codex":[0.9978886,0.0008558937,0.00007021826,0.0001902544,0.0006599869,0.0003350307],"domain_scores_gemma":[0.9963831,0.000868421,0.0003485726,0.0001365293,0.0009012989,0.001362089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000133618,0.0002545569,0.01451748,0.0002834739,0.00002178931,0.001483863,0.005522983,0.0002389613,0.001490901,0.16972,0.3816437,0.4246887],"study_design_scores_gemma":[0.00001520733,0.0001491815,0.01930624,0.0007257522,0.000007631355,0.004548804,0.006050335,0.0001821291,0.0001600539,0.031158,0.9376661,0.00003065466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02194006,0.1413799,0.002305905,0.4601318,0.01266159,0.00001836386,0.00004714757,0.0001332826,0.361382],"genre_scores_gemma":[0.4891424,0.08464243,0.003211123,0.1079294,0.01553622,0.00004803218,0.00004931136,0.0001129832,0.2993282],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01579233,"threshold_uncertainty_score":0.05283064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008197343703285594,"score_gpt":0.3225480845111638,"score_spread":0.3143507408078782,"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."}}