{"id":"W6949484029","doi":"10.5281/zenodo.13948458","title":"To Solve or Not to Solve: The Art of Delay – Oil and Hydraulic Fluid Fumes Onboard","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cabin pressurization; Aviation; Power (physics); Bleed; Piston (optics); On board","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":[],"consensus_categories":[],"category_scores_codex":[0.003389621,0.0009193863,0.0004288502,0.0007889963,0.006800964,0.008608615,0.001240561,0.00457606,0.02420977],"category_scores_gemma":[0.01041225,0.0005816782,0.0005228509,0.0006339218,0.01306245,0.01120522,0.004618685,0.01212349,0.01097601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004300395,"about_ca_system_score_gemma":0.004165574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009698496,"about_ca_topic_score_gemma":0.01671278,"domain_scores_codex":[0.9969497,0.001097121,0.0001379018,0.0004180348,0.0009668745,0.0004303962],"domain_scores_gemma":[0.9952465,0.002347151,0.0003866771,0.0003954469,0.0009099674,0.0007143025],"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":[0.00009896165,0.0000521731,0.0004758139,0.0002912164,0.00001415215,0.0003418777,0.00618726,0.0001489182,0.0008538727,0.05316858,0.8569517,0.08141548],"study_design_scores_gemma":[0.000006899965,0.00002866048,0.000136197,0.000193331,0.000002973837,0.0002724585,0.002402414,0.00005460641,0.0002528389,0.007669224,0.9889653,0.00001522168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006585127,0.1010391,0.01120464,0.620545,0.05569865,0.00007616341,0.0004183965,0.00122109,0.2032118],"genre_scores_gemma":[0.152886,0.07500423,0.01157913,0.3064789,0.02204532,0.000180887,0.0004077348,0.002189811,0.429228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02420977,"threshold_uncertainty_score":0.08098972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147253618329619,"score_gpt":0.2914470623452222,"score_spread":0.249974526161926,"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."}}