{"id":"W4393866306","doi":"10.3390/ma17071622","title":"Regenerative Superhydrophobic Coatings for Enhanced Performance and Durability of High-Voltage Electrical Insulators in Cold Climates","year":2024,"lang":"en","type":"article","venue":"Materials","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"Materials science; Superhydrophobic coating; Durability; Composite material; Coating; Contact angle; Polydimethylsiloxane; Aerogel; Insulator (electricity)","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":[0.0001670128,0.0002658331,0.0001731247,0.0002156293,0.0001496516,0.0001864678,0.0002611106,0.0002759037,0.0005961816],"category_scores_gemma":[0.0001677113,0.0001629125,0.0001989157,0.0001104345,0.0001611313,0.000303514,0.0002257196,0.0003500743,0.0001864072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080544,"about_ca_system_score_gemma":0.000122008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004860976,"about_ca_topic_score_gemma":0.001461725,"domain_scores_codex":[0.9998972,0.000009476929,0.000005654692,0.00001590558,0.00004441482,0.00002727265],"domain_scores_gemma":[0.9998977,0.00001687742,0.00002892153,0.000009909224,0.00002752568,0.00001901759],"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":[0.000008298437,0.000004223167,0.00005946288,0.00003440795,0.000002024963,0.00003132759,0.000009361789,0.00006861323,0.9984244,0.00003739994,0.0000317152,0.001288735],"study_design_scores_gemma":[0.000002621099,0.0000912169,0.001433728,0.000004484097,0.000007417313,0.0001089941,0.00001581313,0.001587849,0.9956641,0.00002059194,0.001057476,0.000005871742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788022,0.003403493,0.01545139,0.0001051799,0.0000808793,0.00003147571,0.00009685248,0.0001852137,0.001843364],"genre_scores_gemma":[0.9940526,0.0007322127,0.004216807,0.00003570342,0.00001645925,0.000007946751,0.0000442569,0.00001422993,0.0008799005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005961816,"threshold_uncertainty_score":0.001994491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307421656757728,"score_gpt":0.2470349985159545,"score_spread":0.2339607819483772,"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."}}