{"id":"W2898449998","doi":"","title":"Flight Instructors and Pilot Examiners Perceptions of Older and Younger Pilot Competency and Safety Concerns","year":2011,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medical education; Perception; Psychology; Workplace safety; Medicine; Applied psychology; Occupational safety and health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009619883,0.0001418443,0.0003269397,0.0003198032,0.0003750481,0.000007914358,0.0001267484,0.00005874359,0.0004218145],"category_scores_gemma":[0.00003732637,0.0001085005,0.00003240328,0.0001544641,0.0002693253,0.0001358237,0.0002141212,0.0003832774,0.000006043056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007854247,"about_ca_system_score_gemma":0.00007771366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203196,"about_ca_topic_score_gemma":0.00004739239,"domain_scores_codex":[0.998042,0.000272944,0.0007988854,0.0001782418,0.0003839902,0.0003239055],"domain_scores_gemma":[0.9986682,0.0002335908,0.0004117896,0.0001523187,0.000203188,0.0003309319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002370698,0.0003294811,0.9404852,0.001742078,0.0002169358,0.00003161674,0.009692035,0.000002649103,0.0003056701,0.01123316,0.001824429,0.03176607],"study_design_scores_gemma":[0.002180841,0.001429983,0.9864049,0.0003048845,0.00006090903,0.00001401678,0.004726145,0.00005365773,0.000003431463,0.0001874892,0.00453316,0.000100609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849196,0.0006495897,0.0002966938,0.0006117959,0.0002347013,0.0006891309,0.00002450809,0.000009127617,0.01256484],"genre_scores_gemma":[0.9933022,0.002660965,0.002961639,0.0002929963,0.0001830762,0.00001180466,0.000003494492,0.00001604639,0.0005678319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04591969,"threshold_uncertainty_score":0.4618573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07730700352806717,"score_gpt":0.3756857207010167,"score_spread":0.2983787171729496,"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."}}