{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000806903,0.0001564798,0.0002058196,0.0002373248,0.0002989935,0.00005464757,0.0003481703,0.00004630514,0.01254177],"category_scores_gemma":[0.0002228891,0.0001215696,0.0001211058,0.0003662781,0.00005381149,0.0008952658,0.00002877679,0.0001558842,0.000784955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395096,"about_ca_system_score_gemma":0.0001338128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532559,"about_ca_topic_score_gemma":0.00284411,"domain_scores_codex":[0.9980856,0.0002698808,0.0008055446,0.0002013387,0.0003982903,0.0002393628],"domain_scores_gemma":[0.9987491,0.00008620943,0.0003096452,0.0002959167,0.0004083356,0.0001508126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005377045,0.0004494669,0.008992868,0.0001308466,0.0004837604,0.000003792318,0.1569867,0.000459219,0.0003269037,0.7229187,0.1006704,0.00852352],"study_design_scores_gemma":[0.001402049,0.0001175761,0.2649505,0.001031084,0.0001807462,0.0001126461,0.02094668,0.004110932,0.001084165,0.0002113901,0.7049893,0.0008629883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7640244,0.006605584,0.003925707,0.01583523,0.04489644,0.002366884,0.0001298793,0.0002060775,0.1620097],"genre_scores_gemma":[0.9873719,0.0009054805,0.000270109,0.002394968,0.0006489666,0.001015668,0.0001692101,0.00001650003,0.007207201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7227073,"threshold_uncertainty_score":0.999993,"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."}}