{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001167047,0.0003715838,0.0001610802,0.0001493013,0.00009408388,0.0001529358,0.0001324953,0.0002297381,0.0005070845],"category_scores_gemma":[0.0001080336,0.0001657032,0.0002188893,0.00008678999,0.0001219411,0.0001786613,0.0001950875,0.0003238827,0.0001717989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116793,"about_ca_system_score_gemma":0.00009264915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002958553,"about_ca_topic_score_gemma":0.0006066663,"domain_scores_codex":[0.9999057,0.00001096429,0.000004979214,0.00001471363,0.00003997557,0.0000236807],"domain_scores_gemma":[0.9999261,0.00001149854,0.00002874685,0.000005151398,0.00001805573,0.00001057268],"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":[0.000009337746,0.000004061278,0.00005199507,0.00004128144,0.00000289492,0.00002261206,0.000007273215,0.00007142262,0.9975122,0.00002229181,0.00001695323,0.002237675],"study_design_scores_gemma":[0.000004407258,0.0001777988,0.002105675,0.00000561662,0.000009812745,0.000139238,0.00001251341,0.001118471,0.9948506,0.00001542481,0.001555844,0.000004562588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805893,0.004759139,0.01216686,0.00005581274,0.00003979015,0.00004006056,0.00006467048,0.00007647229,0.00220795],"genre_scores_gemma":[0.9919004,0.001683434,0.00488663,0.00003801941,0.00001556153,0.00001527775,0.0000605651,0.00001420516,0.001385813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005070845,"threshold_uncertainty_score":0.001696348,"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."}}