{"id":"W6959606922","doi":"10.1021/es8013985.s001","title":"Particle and Gaseous Emissions from Commercial Aircraft at Each Stage of the Landing and Takeoff Cycle","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Thrust; Airframe; Particle (ecology); Takeoff; Jet engine; Propulsion; Particle number","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":[],"category_scores_codex":[0.0000183076,0.00006599673,0.00007275563,0.000004939555,0.0001342165,0.000007012333,0.0001216689,0.00004368329,0.03192087],"category_scores_gemma":[0.0002587847,0.00003602654,0.00001664331,0.0000522505,0.00006827396,0.00008539916,0.0004523542,0.00004508903,0.0001178474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002943304,"about_ca_system_score_gemma":0.000002541975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002485611,"about_ca_topic_score_gemma":0.0001138521,"domain_scores_codex":[0.9995355,0.00001752069,0.00007658988,0.0001485223,0.00009133746,0.000130547],"domain_scores_gemma":[0.9995959,0.0001377242,0.00004372894,0.0001746039,0.000002488463,0.00004557883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003894274,0.00006904799,0.5618106,0.00003209676,0.0000152388,0.000020001,0.0005436963,0.00003230503,0.2789596,0.00004263057,0.05929071,0.09914514],"study_design_scores_gemma":[0.0007119516,0.00005602999,0.7511663,0.0004590206,0.000008399002,0.000006955142,0.0001342515,0.0003583074,0.1630154,0.001239336,0.08261506,0.000228986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768124,0.0001242212,0.00001927795,0.0005009082,0.00001176934,0.0001116837,0.02184247,0.00005586747,0.0005214625],"genre_scores_gemma":[0.998825,0.000008536867,0.0001183098,0.00005630733,0.000007130402,0.00001424306,0.00009525432,0.000006037694,0.0008692073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1893557,"threshold_uncertainty_score":0.9689641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531577150572814,"score_gpt":0.2354781003027329,"score_spread":0.2101623287970048,"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."}}