{"id":"W574125863","doi":"10.22488/okstate.18.100427","title":"Exploring the Experiences of Pilots within Canadian General Aviation Flight Operations","year":2012,"lang":"en","type":"article","venue":"Collegiate Aviation Review International","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aeronautics; Aviation; Engineering; General aviation; Aviation safety; Aviation accident; Flight training; Transport engineering; Flight simulator; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002479164,0.00028535,0.0002458027,0.001059732,0.002856556,0.001772873,0.0006692883,0.0005472033,0.001548385],"category_scores_gemma":[0.006942838,0.000220663,0.0001536293,0.00112921,0.002190202,0.0007541631,0.001336576,0.0007338529,0.0001497189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00794423,"about_ca_system_score_gemma":0.01000363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7119303,"about_ca_topic_score_gemma":0.8603032,"domain_scores_codex":[0.9983443,0.0005686547,0.00005714678,0.0001120883,0.0005747161,0.000343123],"domain_scores_gemma":[0.9956108,0.001373552,0.0009328052,0.00008401242,0.001118386,0.0008806009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008613137,0.00006840338,0.1020705,0.0002924307,0.00002142514,0.001092748,0.8608015,0.0001152319,0.002489801,0.0005514006,0.002414602,0.02999576],"study_design_scores_gemma":[0.000005645991,0.0001349154,0.1763894,0.000204971,0.00001627089,0.0004595261,0.8048397,0.000116877,0.0002686321,0.00008454796,0.01743758,0.00004192171],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961318,0.0006774896,0.00009748544,0.0002639487,0.00001008306,0.00001468647,0.00002961259,0.000002385001,0.002772544],"genre_scores_gemma":[0.9972695,0.001210554,0.00009016866,0.00009536414,0.000004437681,0.00000681105,0.00002787858,0.000001552607,0.001293766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2880697,"threshold_uncertainty_score":0.5795323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141114267640522,"score_gpt":0.3742392129381736,"score_spread":0.2601277861741214,"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."}}