{"id":"W4248420206","doi":"10.4271/arp5718b","title":"Qualifications Required for SAE Type II/III/IV Aircraft Deicing/Anti-Icing Fluid","year":2017,"lang":"en","type":"standard","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icing; Environmental science; Engineering; Aeronautics; Forensic engineering; Meteorology; Physics","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":[],"category_scores_codex":[0.004426264,0.001402561,0.001938487,0.002116833,0.003071239,0.002014531,0.002227476,0.00301474,0.3204876],"category_scores_gemma":[0.02048014,0.0007763751,0.001137218,0.001190532,0.0009605424,0.001984482,0.001126431,0.001939694,0.2245427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131888,"about_ca_system_score_gemma":0.006495487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006329693,"about_ca_topic_score_gemma":0.01406711,"domain_scores_codex":[0.9946914,0.0006616522,0.0005322688,0.0005078276,0.003009001,0.0005978253],"domain_scores_gemma":[0.9707244,0.002375754,0.001203332,0.004852878,0.01949039,0.001353285],"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":[0.001027392,0.0006287711,0.003168924,0.001101442,0.00002448264,0.0003718488,0.0007590405,0.001767399,0.09013594,0.006939872,0.7539511,0.1401238],"study_design_scores_gemma":[0.0001760967,0.001100162,0.01424137,0.0004862381,0.0000322615,0.0004009602,0.0008094039,0.002161343,0.02996617,0.001526398,0.9490325,0.0000671083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05251374,0.00109146,0.07870349,0.01049983,0.0164138,0.009372322,0.0482595,0.01048608,0.7726598],"genre_scores_gemma":[0.1304924,0.001187002,0.05500494,0.002225481,0.001648175,0.006078028,0.03031896,0.004939479,0.7681055],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3204876,"threshold_uncertainty_score":0.9692419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263086304211311,"score_gpt":0.3013792726112244,"score_spread":0.2587484095691113,"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."}}