{"id":"W4298350471","doi":"10.31399/asm.cp.itsc2001p0951","title":"Deposition Model of Thermal Spray Coatings","year":2001,"lang":"en","type":"article","venue":"Thermal spray","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Porosity; Deposition (geology); Materials science; Coating; Thermal spraying; Surface finish; Composite material; Surface roughness; Probability density function; Thermal; Mechanics; Thermodynamics; Physics; Geology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008977261,0.0001347978,0.0001560928,0.0000434662,0.00003839576,0.00001293203,0.0001184691,0.00008615466,0.0001587898],"category_scores_gemma":[0.00000180005,0.0001262574,0.00006860286,0.00008246172,0.00003012453,0.0001178273,0.00001075818,0.0001307944,0.00004081009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002542892,"about_ca_system_score_gemma":0.000009441387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003553314,"about_ca_topic_score_gemma":0.00003669403,"domain_scores_codex":[0.999305,0.0000117669,0.0002047478,0.0001056776,0.0001387889,0.0002340452],"domain_scores_gemma":[0.9997238,0.00001644723,0.00001217769,0.0001634805,0.00002806421,0.00005605405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000187879,0.00002044857,0.0005498974,0.00002317015,0.00001381506,0.000003157582,0.0001963027,0.2734936,0.7233504,0.001140331,0.00002068695,0.001169409],"study_design_scores_gemma":[0.0004908707,0.0000562112,0.004175394,0.00004029068,0.00003162821,0.000007042806,0.00001784977,0.8394481,0.1552949,0.00009264682,0.00009219014,0.0002528962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393964,0.0001256296,0.03098956,0.00003760069,0.00007888164,0.0001021512,0.00001296444,0.0001521551,0.02910469],"genre_scores_gemma":[0.9983788,0.00004509749,0.001244054,0.00005960686,0.00007274589,0.000008182982,0.000009325253,0.00004376379,0.0001384796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5680555,"threshold_uncertainty_score":0.5148628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112287808476964,"score_gpt":0.1982154023331433,"score_spread":0.1869866214854469,"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."}}