{"id":"W3163119423","doi":"10.32560/rk.2020.3.4","title":"A leggyakoribb hibák a légi közlekedésben","year":2020,"lang":"hu","type":"article","venue":"Repüléstudományi Közlemények","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Medicine; Food science; Traditional medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000935043,0.001163819,0.001557557,0.0003963193,0.0007463033,0.0004437125,0.001227128,0.0007942296,0.07699247],"category_scores_gemma":[0.0008347299,0.001244056,0.001005148,0.001335805,0.0003954774,0.0005806103,0.0004670376,0.001881388,0.06268454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210359,"about_ca_system_score_gemma":0.0004467646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003640284,"about_ca_topic_score_gemma":0.00009793339,"domain_scores_codex":[0.9912894,0.001225379,0.002419867,0.002237493,0.001211325,0.00161656],"domain_scores_gemma":[0.9947305,0.0006418272,0.001046169,0.001675669,0.0005059972,0.001399783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001979147,0.00177887,0.003638214,0.0005492209,0.002344957,0.001201507,0.08097626,0.0001648509,0.00205034,0.04041671,0.8204226,0.04447735],"study_design_scores_gemma":[0.005449271,0.001007252,0.008706297,0.000187203,0.0003599527,0.0002213557,0.00978503,0.002691212,0.0002708752,0.0003389845,0.9695224,0.001460189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09299856,0.00429153,0.007708501,0.09032138,0.01654191,0.003793958,0.0007462603,0.003162419,0.7804355],"genre_scores_gemma":[0.9359339,0.0003316332,0.0005207661,0.01725884,0.004005393,0.0001996072,0.0001520173,0.0002674115,0.04133036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8429354,"threshold_uncertainty_score":0.9990009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06911809942644741,"score_gpt":0.3715534399470283,"score_spread":0.3024353405205809,"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."}}