{"id":"W4407265284","doi":"10.1116/6.0004191","title":"Preparation of stable and highly hydrophobic coatings via one-step spray method and study of their anti-icing performance","year":2025,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Icing; Materials science; Chemical engineering; Engineering; Meteorology; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002015165,0.0003677501,0.0003045697,0.0002506218,0.0001349943,0.0001286014,0.00025265,0.0002847986,0.0006197111],"category_scores_gemma":[0.0002411854,0.0001751796,0.0003634779,0.0001858855,0.0001481929,0.000179813,0.0001689069,0.0004196735,0.0002395498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381654,"about_ca_system_score_gemma":0.0001542142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006986018,"about_ca_topic_score_gemma":0.001028533,"domain_scores_codex":[0.9998302,0.00001176782,0.00001194192,0.00003267686,0.00008097634,0.0000323854],"domain_scores_gemma":[0.9998626,0.00002597194,0.00003017427,0.00001527698,0.00004740004,0.00001852656],"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":[0.000007018307,0.000007471276,0.00004321869,0.00005084026,0.000002881115,0.00002416203,0.00000972152,0.00002912777,0.9984236,0.00002374912,0.0000186932,0.001359537],"study_design_scores_gemma":[0.000003569873,0.0001669159,0.0008981921,0.000002410365,0.000006534704,0.00007238866,0.000007796977,0.0005582618,0.9976888,0.000007725382,0.0005832784,0.00000416413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791486,0.002593111,0.01587555,0.00006646818,0.00005077527,0.000143302,0.00017425,0.000109387,0.00183846],"genre_scores_gemma":[0.9729221,0.002267934,0.0228639,0.00005075265,0.00001681089,0.00007286709,0.0001830429,0.00003481329,0.00158787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006986018,"threshold_uncertainty_score":0.002073109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416691159342082,"score_gpt":0.2912417635111788,"score_spread":0.2770748519177579,"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."}}