{"id":"W3183079874","doi":"10.1016/j.applthermaleng.2021.117321","title":"Thermally sprayed metal matrix composite coatings as heating systems","year":2021,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Materials science; Composite material; Ceramic; Coating; Composite number; Joule heating; Thermal conduction; Turbine blade; Turbine; Mechanical engineering","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":[0.0001366449,0.0002560572,0.0002321665,0.000212328,0.0001699991,0.0004319015,0.0002646397,0.000300431,0.001739076],"category_scores_gemma":[0.0001706673,0.000222133,0.0001859814,0.0001116718,0.0001915085,0.0002675254,0.0002119068,0.0004260639,0.0004045177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249224,"about_ca_system_score_gemma":0.0001085396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003700489,"about_ca_topic_score_gemma":0.0009123381,"domain_scores_codex":[0.999846,0.00001900165,0.000004242487,0.00003746884,0.00006502157,0.00002819339],"domain_scores_gemma":[0.9999273,0.00002043513,0.0000118824,0.000009821341,0.00002128627,0.000009199323],"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":[0.00004314067,0.0000060882,0.00002962954,0.00004792084,0.000003076764,0.0000148344,0.00001128442,0.0002499989,0.996493,0.0002771377,0.00006284508,0.002761062],"study_design_scores_gemma":[0.000007137542,0.0001283375,0.0003657898,0.000002992733,0.000005797592,0.00003895753,0.00000773512,0.003149808,0.9940948,0.00004246039,0.002153002,0.000003226053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945842,0.008682232,0.02897189,0.0001284,0.0003729755,0.00009204706,0.0001201255,0.0006496889,0.01514067],"genre_scores_gemma":[0.9860312,0.0008905113,0.007326764,0.00002856552,0.00002991424,0.00001431776,0.00002540367,0.00003755351,0.005615956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001739076,"threshold_uncertainty_score":0.005817831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00543765709048261,"score_gpt":0.1925393902108347,"score_spread":0.1871017331203521,"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."}}