{"id":"W598774688","doi":"","title":"Aerodynamic Flow-Off of Partially Evaporated Aircraft Ground Anti-Icing Fluids","year":2003,"lang":"en","type":"article","venue":"","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerodynamics; Humidity; Viscosity; Wind tunnel; Icing; Environmental science; Boundary layer; Frost (temperature); Materials science; Mechanics; Meteorology; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002472202,0.0001963871,0.0003016121,0.000163324,0.00005627419,0.00002460779,0.0001632557,0.0001616127,0.00006399226],"category_scores_gemma":[0.0001243015,0.0001808348,0.00006171362,0.0004185458,0.00006310184,0.0001079722,0.00002455635,0.0001784582,0.00005366371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000481011,"about_ca_system_score_gemma":0.00002665907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005268197,"about_ca_topic_score_gemma":0.00007998356,"domain_scores_codex":[0.998943,0.00002631756,0.0003458131,0.0001846506,0.0001580316,0.0003422065],"domain_scores_gemma":[0.9994177,0.00005436841,0.00003094242,0.0003939386,0.00006373194,0.00003935583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001584369,0.0001292766,0.01162883,0.0003787517,0.0003147555,0.00006426604,0.0005935853,0.6006694,0.3206222,0.01423797,0.005879788,0.04546533],"study_design_scores_gemma":[0.0007490442,0.0001292985,0.006962428,0.0001464349,0.00005948332,0.00003965824,0.0004060919,0.386869,0.6012177,0.001225584,0.00157182,0.0006234796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934218,0.0001660163,0.09181369,0.00003186519,0.0004156232,0.0001122465,0.000003422373,0.002134055,0.01190127],"genre_scores_gemma":[0.9920274,0.00007240853,0.007509426,0.00002245523,0.00001605279,0.000004902028,0.000006944186,0.00004023111,0.0003001705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805955,"threshold_uncertainty_score":0.7374229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00980011405121562,"score_gpt":0.2084720544406055,"score_spread":0.1986719403893899,"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."}}