{"id":"W339338196","doi":"","title":"Human Factors Analysis of Aircrew Operational Tasks in a Fixed-Wing Search and Rescue Aircraft Cargo Compartment (Analyse des facteurs humains lies aux taches operationnelles qui sont executees par les membres d'equipage dans la soute des avions de recherche et de sauvetage)","year":2011,"lang":"fr","type":"article","venue":"","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aircrew; Search and rescue; Aeronautics; Operations management; Computer science; Operations research; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008755709,0.0005833264,0.00109686,0.001153105,0.002721715,0.0001228999,0.0004551039,0.0007090427,0.001031458],"category_scores_gemma":[0.0008011611,0.0005314516,0.0003403237,0.001195939,0.001329722,0.0006766411,0.0004071078,0.00139257,0.000008427888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888924,"about_ca_system_score_gemma":0.002755335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2301881,"about_ca_topic_score_gemma":0.5574154,"domain_scores_codex":[0.9851727,0.01033013,0.001755836,0.0007643363,0.0005997836,0.001377234],"domain_scores_gemma":[0.9958029,0.002290295,0.0002145592,0.0005221515,0.0005042043,0.0006659054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057049,0.0007637775,0.7439049,0.000883585,0.001150077,0.00002137507,0.1857584,0.02488429,0.0007323887,0.04106066,0.000160467,0.0005743376],"study_design_scores_gemma":[0.0007535683,0.000220475,0.7934448,0.0004987918,0.0009819533,0.000002299098,0.1920686,0.009092643,0.000771264,0.001687466,0.00008816445,0.0003899343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757252,0.001677317,0.01650483,0.001483999,0.00007589594,0.001204612,0.0006123824,0.00008076021,0.002634976],"genre_scores_gemma":[0.9595143,0.001850477,0.03548185,0.0004568424,0.0000648136,0.0002275116,0.000575044,0.00005697216,0.001772144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272273,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3871595675856312,"score_gpt":0.4882733063281859,"score_spread":0.1011137387425547,"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."}}