{"id":"W2369642304","doi":"","title":"Research, Development and Application of High-effiency Ultrasonic PlazJet Coating Technique","year":2003,"lang":"en","type":"article","venue":"Manufacturing Technology & Machine Tool","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coating; Materials science; Ultrasonic sensor; Jet (fluid); Composite material; Ceramic; Particle (ecology); Gas dynamic cold spray; Mechanical engineering; Acoustics; Mechanics; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006402443,0.0003019664,0.0002678644,0.0006651854,0.0001987081,0.0005785809,0.0005904054,0.0005595725,0.001106481],"category_scores_gemma":[0.0005036629,0.0002472454,0.000341345,0.0003999565,0.0003131196,0.0005765744,0.0003244767,0.0003700779,0.000519164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365343,"about_ca_system_score_gemma":0.0004869307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008329588,"about_ca_topic_score_gemma":0.0009107413,"domain_scores_codex":[0.9994628,0.00004215259,0.00002317326,0.00007660691,0.0003493168,0.00004597428],"domain_scores_gemma":[0.9997258,0.00004317179,0.00004457213,0.00002941386,0.0001317006,0.00002536395],"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":[0.00006640531,0.00003899465,0.001140423,0.0003803495,0.00001789529,0.0002590871,0.000129713,0.0008922267,0.894997,0.003852786,0.0004829643,0.0977423],"study_design_scores_gemma":[0.00006192164,0.0007454868,0.006810683,0.00003392935,0.00005972377,0.002466178,0.00007232589,0.01408881,0.9329164,0.0006198356,0.04208487,0.00003985871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4604857,0.02199859,0.480917,0.0006393827,0.0003993774,0.0002659676,0.0001040785,0.0009891462,0.03420085],"genre_scores_gemma":[0.7761012,0.008558331,0.1969212,0.0001351347,0.0001166139,0.00007616156,0.0001921887,0.00006499587,0.01783432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001106481,"threshold_uncertainty_score":0.003701508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008189445323792207,"score_gpt":0.2416800180851862,"score_spread":0.233490572761394,"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."}}