{"id":"W2902513515","doi":"10.1016/j.coldregions.2018.11.018","title":"Anti-icing performance and durability of suspension plasma sprayed TiO2 coatings","year":2018,"lang":"en","type":"article","venue":"Cold Regions Science and Technology","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Science and Engineering Research Council; Canada Research Chairs","keywords":"Durability; Icing; Materials science; Coating; Composite material; Suspension (topology); Superhydrophobic coating; Meteorology","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":[0.0001289374,0.0002143093,0.0001891833,0.0001859123,0.0001530562,0.0002110834,0.000303679,0.0003480927,0.001462458],"category_scores_gemma":[0.0002811988,0.0001363991,0.0002199981,0.0001249667,0.0001208466,0.0002167684,0.0001172249,0.0003282821,0.0002197756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290695,"about_ca_system_score_gemma":0.0001456031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612414,"about_ca_topic_score_gemma":0.002242002,"domain_scores_codex":[0.9998506,0.000007990328,0.00001125521,0.00003089044,0.00005567904,0.00004361671],"domain_scores_gemma":[0.9998844,0.00002305254,0.00002028484,0.00001211253,0.0000437298,0.00001649077],"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":[0.0001345117,0.00001304467,0.0001747463,0.00002022054,0.000004370531,0.00002504602,0.00001227019,0.00009348565,0.9983903,0.0000108016,0.00004424118,0.001076911],"study_design_scores_gemma":[0.000004883464,0.0001758382,0.002511487,0.000001142977,0.000009162163,0.00003714628,0.00001345891,0.0009629381,0.9959822,0.000004117127,0.0002937057,0.000003982632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984982,0.0004269888,0.0003501423,0.00001547043,0.0000239935,0.000004649427,0.00008169914,0.00002163827,0.0005772251],"genre_scores_gemma":[0.9980752,0.0001997846,0.0003428186,0.00001284835,0.00000655776,0.000003290284,0.000119416,0.000007120642,0.001232885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002612414,"threshold_uncertainty_score":0.005194426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773561324488639,"score_gpt":0.2434234438018615,"score_spread":0.2256878305569751,"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."}}