{"id":"W4297152129","doi":"10.3390/app12199589","title":"Erosion Resistant Hydrophobic Coatings for Passive Ice Protection of Aircraft","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Ministère de la Défense Nationale","keywords":"Materials science; Composite material; Polyurethane; Ultimate tensile strength; Coating; Thermal stability; Contact angle; Polydimethylsiloxane; X-ray photoelectron spectroscopy; Polymer; Fluoropolymer; Chemical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003001568,0.00006533943,0.00009887535,0.0001066968,0.0004086668,0.00001408479,0.0002025821,0.00002657627,0.000005032725],"category_scores_gemma":[0.00002625383,0.00005886423,0.00002343438,0.0004299027,0.000118448,0.00003224335,0.00006003703,0.00009623286,0.000001506639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004228688,"about_ca_system_score_gemma":0.00001759227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004576785,"about_ca_topic_score_gemma":0.000006605603,"domain_scores_codex":[0.9993606,0.000006314022,0.0001330036,0.0001486824,0.0001972154,0.0001542337],"domain_scores_gemma":[0.9997586,0.00005843284,0.00005282004,0.0001050289,0.00001428317,0.00001082148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001884428,0.00001102926,0.00001720811,0.00005269099,0.000002801218,2.43935e-7,0.0004010777,0.04537666,0.941939,0.00418762,0.0007006684,0.007292164],"study_design_scores_gemma":[0.0001735748,0.0002835927,0.0001068149,0.00001568553,0.000006586871,0.000001734225,0.002167323,0.02126427,0.9684885,0.00590098,0.001464,0.0001269917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642833,0.00002840176,0.03220358,0.0001581858,0.0002170317,0.0004522762,0.000008500959,0.0005687235,0.002080023],"genre_scores_gemma":[0.9965097,0.000002479647,0.003151651,0.00001592942,0.00001195806,0.000273566,0.000001081493,0.000007286375,0.00002636772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0322264,"threshold_uncertainty_score":0.3143176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760356957572342,"score_gpt":0.2185897792721432,"score_spread":0.2009862096964198,"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."}}