{"id":"W583928743","doi":"","title":"REGIONAL CARRIER EXPERIMENTING WITH TRAINING MODEL AS STEPPING STONE TO LOSA","year":2002,"lang":"en","type":"article","venue":"ICAO bulletin","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Aerospace engineering; Computer science; Simulation; Meteorology; Physics; Engineering; Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001332381,0.0001939795,0.0002199191,0.0001515101,0.0002269249,0.0001761308,0.0001934085,0.00004902745,0.002016875],"category_scores_gemma":[0.00001214632,0.0001840357,0.00006129692,0.0001380719,0.00005209417,0.0002365108,0.00005123047,0.0001094192,0.001248745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002762904,"about_ca_system_score_gemma":0.000009583367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005267568,"about_ca_topic_score_gemma":0.00004847066,"domain_scores_codex":[0.9988312,0.000002719879,0.0002369054,0.0003151471,0.0001658747,0.0004481561],"domain_scores_gemma":[0.9996122,0.0000141,0.0001028049,0.0001964957,0.00003760802,0.00003686569],"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":[0.0009288848,0.0008442611,0.02439764,0.0006322562,0.0007445612,0.0003619585,0.05562579,0.1174622,0.01488351,0.1556489,0.5900751,0.03839495],"study_design_scores_gemma":[0.0009419947,0.00002014671,0.000943573,0.0001458993,0.00004510114,0.0000110086,0.003088706,0.01748594,0.0001284008,0.0002474049,0.9763311,0.0006107747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835605,0.000101459,0.0007326893,0.009343027,0.00008884822,0.0001849234,0.000002606887,0.0001778847,0.1058081],"genre_scores_gemma":[0.9842605,0.000003226873,0.001113648,0.008925021,0.0007076273,0.00003759113,0.000008365989,0.0000425579,0.004901452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.386256,"threshold_uncertainty_score":0.9995289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927665135842429,"score_gpt":0.2188666909238434,"score_spread":0.1695900395654191,"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."}}