{"id":"W4409982007","doi":"10.31399/asm.cp.itsc2025p0253","title":"Modeling the Formation of Thermal Spray Coatings on a Rough Substrate","year":2025,"lang":"en","type":"article","venue":"Thermal spray","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Substrate (aquarium); Thermal spraying; Thermal; Chemical engineering; Composite material; Coating; Engineering; Thermodynamics; Geology; 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":[0.0002702129,0.0003513205,0.0004687244,0.0003267574,0.0003554303,0.0006664307,0.0005294449,0.0009737575,0.001273892],"category_scores_gemma":[0.0008297932,0.0004016156,0.0005449942,0.0002050996,0.0006308206,0.0003589215,0.0003913926,0.0003165214,0.0001605435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008270918,"about_ca_system_score_gemma":0.0008576178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069669,"about_ca_topic_score_gemma":0.005679099,"domain_scores_codex":[0.9998705,0.00001955752,0.000005196763,0.00002020744,0.00005083776,0.0000335935],"domain_scores_gemma":[0.9997144,0.0001370083,0.00004317575,0.0000229927,0.00005850125,0.00002391743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000204171,0.0000175568,0.0006942414,0.00001994131,0.000006965894,0.00009818489,0.00002060636,0.9867585,0.01071971,0.0007036243,0.00003567223,0.0009045091],"study_design_scores_gemma":[0.000005554432,0.00001971256,0.0002528502,0.000001508076,0.00000222661,0.00001253541,0.000006079918,0.9981018,0.001410069,0.0001067284,0.00007838979,0.000002614576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336014,0.0002058807,0.05681436,0.00007914293,0.00003082057,0.00008741255,0.0001296313,0.0002018135,0.008849576],"genre_scores_gemma":[0.9891862,0.00009105729,0.008782201,0.000009896459,0.000003426099,0.00003057314,0.00004596599,0.00002189904,0.001828685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069669,"threshold_uncertainty_score":0.0212689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627389161307781,"score_gpt":0.2539412989370333,"score_spread":0.2276674073239555,"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."}}