{"id":"W1993953409","doi":"10.3357/asem.2174.2007","title":"Color Vision and Fatigue: An Incidental Finding","year":2007,"lang":"en","type":"article","venue":"Aviation Space and Environmental Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Color vision; Lantern; Color discrimination; Audiology; Psychology; Color perception test; Computer vision; Artificial intelligence; Medicine; Computer science","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":[0.0003076014,0.0006990097,0.0004411896,0.001349287,0.0009633229,0.0004771481,0.0007006347,0.00183823,0.003159776],"category_scores_gemma":[0.002393233,0.0003143711,0.0003872232,0.0004468811,0.001293486,0.0006877391,0.0007021011,0.001002681,0.0004585792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894175,"about_ca_system_score_gemma":0.0003936966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003671529,"about_ca_topic_score_gemma":0.003842796,"domain_scores_codex":[0.9997051,0.00002838178,0.00003752095,0.00008882161,0.00005125865,0.00008889187],"domain_scores_gemma":[0.9986448,0.0004978151,0.0003094018,0.0001402945,0.0001326612,0.0002750741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0005352084,0.0002842011,0.1702011,0.0001071041,0.00004989071,0.8032577,0.0009988017,0.0001898116,0.01182265,0.0002935066,0.0006695773,0.01159049],"study_design_scores_gemma":[0.00003151771,0.0008098867,0.1328141,0.0000224639,0.00004129053,0.8620769,0.0003006904,0.000349286,0.002619041,0.0002699399,0.0006397478,0.00002522422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956085,0.0005781181,0.000678443,0.0005717552,0.00005074296,0.00003161797,0.00007380325,0.00006080798,0.002346191],"genre_scores_gemma":[0.99898,0.00009833204,0.0002363348,0.0001685392,0.00006289603,0.000004372649,0.00002887427,0.000004799211,0.0004159023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003671529,"threshold_uncertainty_score":0.01057047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208689132090001,"score_gpt":0.3255401043433362,"score_spread":0.3046711911343362,"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."}}