{"id":"W6911636303","doi":"10.5281/zenodo.11734606","title":"Icao doc 4444 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil aviation; Aviation; Air traffic control; Air navigation; Aviation law; International airport","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001431157,0.001946287,0.001308171,0.004354232,0.003663508,0.01078881,0.002423355,0.00332134,0.9141949],"category_scores_gemma":[0.006436297,0.001198895,0.001364942,0.004733641,0.0008148398,0.005607752,0.003511936,0.002769984,0.9109332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003294049,"about_ca_system_score_gemma":0.005369924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02814818,"about_ca_topic_score_gemma":0.0237673,"domain_scores_codex":[0.9977373,0.0001385003,0.0001023083,0.0002124267,0.001346788,0.000462722],"domain_scores_gemma":[0.9958132,0.0002403114,0.0001412714,0.0005414918,0.002563475,0.000700299],"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":[0.000007577372,0.0000113143,0.00001810189,0.00003079102,5.224429e-7,0.000009275689,0.000006717625,0.00001314443,0.0000473129,0.0006690354,0.989963,0.00922321],"study_design_scores_gemma":[0.000006570828,0.00000483725,0.0001678205,0.00003213595,9.643254e-7,0.00001065463,0.00001894288,0.00001169262,0.00004906283,0.0001642956,0.9995273,0.0000058126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009734841,0.0001573255,0.0002570185,0.0006906858,0.002017435,0.0002885917,0.01067169,0.002493723,0.9833263],"genre_scores_gemma":[0.0003757605,0.0001879944,0.000254144,0.0005636358,0.0004771418,0.0001717084,0.006214097,0.001071983,0.9906836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08580506,"threshold_uncertainty_score":0.1223904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054776856477385,"score_gpt":0.2556823278056954,"score_spread":0.2251345592409215,"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."}}