{"id":"W2545106310","doi":"10.1027/2192-0923/a000102","title":"Cognitive Factors Mediate the Relation Between Age and Flight Path Maintenance in General Aviation","year":2016,"lang":"en","type":"article","venue":"Aviation Psychology and Applied Human Factors","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cognition; Aviation; Effects of sleep deprivation on cognitive performance; Psychology; Path analysis (statistics); Flexibility (engineering); Cognitive flexibility; Cognitive skill; Aviation safety; General aviation; Working memory; Aeronautics; Cognitive psychology; Computer science; Engineering; Statistics; Mathematics; Aerospace engineering","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":[0.0003330098,0.0002533295,0.0001138733,0.0003654257,0.0001288789,0.0003820673,0.0001051317,0.0002529146,0.002139597],"category_scores_gemma":[0.003040615,0.0001071405,0.0001557368,0.0001755307,0.0002330154,0.000275355,0.000219602,0.0002444733,0.0001836042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001171358,"about_ca_system_score_gemma":0.0001476869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002714309,"about_ca_topic_score_gemma":0.003368725,"domain_scores_codex":[0.9998915,0.00003224509,0.000008510407,0.00002426369,0.00002217272,0.0000213112],"domain_scores_gemma":[0.9976634,0.0008884306,0.0008675055,0.0001201287,0.0001839679,0.0002766117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001804981,0.00009026405,0.9941404,0.00001036439,0.00004072817,0.00008627715,0.0002171976,0.0001449454,0.001745231,0.00002719301,0.0000469023,0.003269871],"study_design_scores_gemma":[0.000001379748,0.00008248701,0.9995458,0.000001936886,0.000006075385,0.00004736067,0.00005123406,0.0001210333,0.00007389203,0.000038624,0.00002910361,0.000001099552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996728,0.00007641159,0.00005417763,0.00001092683,0.000001496825,0.000001187701,0.00002420096,0.000001284779,0.0001573952],"genre_scores_gemma":[0.9997951,0.00003909671,0.00004458322,0.000003883279,0.000001875434,8.898205e-7,0.00003001156,4.828559e-7,0.00008400566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714309,"threshold_uncertainty_score":0.007157683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778320594389772,"score_gpt":0.3499285931896443,"score_spread":0.3121453872457465,"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."}}