{"id":"W4387977340","doi":"10.1007/s11666-023-01679-y","title":"Flash Boiling Atomization of High-Concentration Suspensions in Suspension Plasma Spraying","year":2023,"lang":"en","type":"article","venue":"Journal of Thermal Spray Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Concordia University","funders":"","keywords":"Materials science; Suspension (topology); Coating; Deposition (geology); Boiling; Plasma; Composite material; Flash (photography); Chemical engineering; Chemistry","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":[0.0004274172,0.0001496865,0.0003670112,0.0007821506,0.00004644142,0.0000154587,0.000235434,0.0003277566,0.00002583433],"category_scores_gemma":[0.0002591465,0.0001420026,0.00006905758,0.001226943,0.00005803156,0.0002110226,0.00005166193,0.000575353,0.00002141071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321356,"about_ca_system_score_gemma":0.00004557679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006397315,"about_ca_topic_score_gemma":0.00006347607,"domain_scores_codex":[0.9986168,0.00004617716,0.0007161268,0.0001197147,0.0002263175,0.0002748739],"domain_scores_gemma":[0.9992422,0.0001030418,0.0002660489,0.0001873306,0.0001584607,0.00004295581],"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":[0.00002068269,0.00001929134,0.01296823,0.0000141262,0.00001589894,0.0000849383,0.0001491442,0.1310939,0.8541206,0.000532799,0.0001096565,0.0008707691],"study_design_scores_gemma":[0.001034291,0.0001207685,0.01439023,0.0002776676,0.00003438968,0.00008849612,0.0002281943,0.00508649,0.9781511,0.0001861681,0.0002259029,0.0001763176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982781,0.00007130121,0.0001938197,0.0003110884,0.0007511614,0.0001217531,0.000001500457,0.0002332827,0.00003792981],"genre_scores_gemma":[0.9977313,0.00008853903,0.00203974,0.000005189584,0.00007368526,0.00000263813,0.000005159407,0.00003869964,0.00001508732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1260074,"threshold_uncertainty_score":0.5790698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008638885501519252,"score_gpt":0.2299577375333558,"score_spread":0.2213188520318365,"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."}}