{"id":"W49517361","doi":"","title":"UNA INTRODUCCION A LOS ESQUEMAS DE INVESTIGACION DE ACCIDENTES AEREOS","year":2008,"lang":"es","type":"article","venue":"PUBLICACION TECNICA","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil aviation; Aviation; Political science; Library science; Order (exchange); The Internet; Humanities; Business; Engineering; Computer science; World Wide Web; Art","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004231001,0.0005385661,0.0007504919,0.00089504,0.002723327,0.00009989055,0.001002585,0.001156821,0.00284159],"category_scores_gemma":[0.01003699,0.0005188499,0.0002816455,0.001583656,0.000434305,0.0007704065,0.0006058912,0.003135987,0.002557991],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778842,"about_ca_system_score_gemma":0.008344345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009563221,"about_ca_topic_score_gemma":0.0001301834,"domain_scores_codex":[0.9904435,0.002905411,0.001590021,0.001036519,0.001323577,0.002701005],"domain_scores_gemma":[0.9921548,0.00260136,0.0006102268,0.001294568,0.001053891,0.002285119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146219,0.0009950325,0.7177081,0.002255202,0.00009363732,0.00007225292,0.002725633,0.00001903105,0.001111464,0.06199264,0.1889352,0.02294561],"study_design_scores_gemma":[0.00201433,0.0004859047,0.6932258,0.0008802176,0.0000352824,0.0001303284,0.0003975646,0.001760955,0.000530854,0.003022749,0.296961,0.0005550211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770801,0.002114566,0.001756757,0.2046914,0.0009623718,0.004063583,0.0002847806,0.0006999765,0.01462551],"genre_scores_gemma":[0.9791762,0.005033267,0.002397865,0.005852416,0.002605544,0.000788134,0.0003319283,0.0001218125,0.003692867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083751,"threshold_uncertainty_score":0.9997263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07566230688254937,"score_gpt":0.4334667855197967,"score_spread":0.3578044786372473,"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."}}