{"id":"W4220689157","doi":"10.3390/infrastructures7040046","title":"Lotus-Leaf-Inspired Biomimetic Coatings: Different Types, Key Properties, and Applications in Infrastructures","year":2022,"lang":"en","type":"article","venue":"Infrastructures","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; George Brown College; Toronto Metropolitan University; Memorial University of Newfoundland","funders":"","keywords":"Lotus effect; Durability; Coating; Wetting; Materials science; Biomimetics; Moisture; Contact angle; Nanotechnology; Biofouling; Penetration (warfare); Fouling; Frost (temperature); Composite material; Environmental science; Engineering; Raw material; Ecology","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":[0.0001492021,0.0003676617,0.0002014925,0.0003918872,0.0001453769,0.0002833858,0.0001769851,0.0004262526,0.0003483493],"category_scores_gemma":[0.0001217625,0.0001665436,0.0002984833,0.0002507518,0.0001880746,0.0004105621,0.000236479,0.0003425347,0.000127929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000279351,"about_ca_system_score_gemma":0.0001646098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004607361,"about_ca_topic_score_gemma":0.001447332,"domain_scores_codex":[0.9999115,0.00000893809,0.000006122624,0.00001699424,0.00003491763,0.00002146116],"domain_scores_gemma":[0.9999216,0.00001232104,0.00002627115,0.000004749173,0.00001638031,0.00001881601],"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":[0.00002157246,0.0000127506,0.000227449,0.0002416649,0.000004889173,0.00008062396,0.00002716843,0.0001344586,0.9954422,0.0001269673,0.00007200042,0.003608293],"study_design_scores_gemma":[0.000007599835,0.0005381545,0.00632797,0.00003670208,0.00003401812,0.0005752832,0.00009187836,0.00197973,0.9833217,0.0001178153,0.006943033,0.00002613733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745043,0.01494649,0.005306343,0.0002639734,0.00006429449,0.00005764948,0.0002052088,0.0001031506,0.004548633],"genre_scores_gemma":[0.9895041,0.004426488,0.004100836,0.0001351642,0.00001646151,0.00002730814,0.00009610909,0.00001035228,0.001683124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004607361,"threshold_uncertainty_score":0.002026856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697014392618336,"score_gpt":0.2218359154058808,"score_spread":0.2048657714796974,"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."}}