{"id":"W4320522320","doi":"10.31399/asm.cp.itsc2012p0357","title":"Passive and Pulse–Echo Ultrasonic Monitoring of Cold Spray Process","year":2012,"lang":"en","type":"article","venue":"Thermal spray","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Acoustics; Ultrasonic sensor; Transducer; Echo (communications protocol); Materials science; SIGNAL (programming language); Particle (ecology); Pulse (music); Nozzle; Wideband; Optics; Physics; Computer science","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":[0.0002435824,0.0001952237,0.0002305032,0.0002305326,0.0001017337,0.0002231868,0.0002360971,0.0002941186,0.000867175],"category_scores_gemma":[0.0004829641,0.0001692591,0.00009066828,0.0001420438,0.0003060753,0.0002905767,0.0001878646,0.0002665699,0.0001135631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528881,"about_ca_system_score_gemma":0.0001018048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005771102,"about_ca_topic_score_gemma":0.0005363037,"domain_scores_codex":[0.9998263,0.00001665411,0.000005860331,0.00003083006,0.0001037986,0.00001663101],"domain_scores_gemma":[0.9996465,0.000129132,0.00005247429,0.00002118585,0.0001228612,0.00002779051],"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":[0.00004836439,0.000008053563,0.0006125329,0.00002036754,0.000002385988,0.00002780585,0.00004319686,0.0001182917,0.9970337,0.00003823462,0.00001713494,0.002029952],"study_design_scores_gemma":[0.00001091868,0.0003921853,0.01260844,0.000004648334,0.00001413855,0.0001770545,0.00006077022,0.008411938,0.9779066,0.00003737384,0.0003657888,0.00001013405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852305,0.0002866425,0.01387329,0.00001364454,0.000008711745,0.00001312781,0.00003434477,0.00006610764,0.0004737255],"genre_scores_gemma":[0.9943793,0.0001025315,0.004586994,0.00001327594,0.000006529634,0.000008405062,0.00004026785,0.00001158253,0.000850953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000867175,"threshold_uncertainty_score":0.002901018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009843871078003262,"score_gpt":0.2410162560787087,"score_spread":0.2311723850007054,"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."}}