{"id":"W4294630797","doi":"10.31399/asm.cp.itsc2003p1075","title":"Powder Densification and Spheroidization Using Induction Plasma Technology","year":2003,"lang":"en","type":"article","venue":"Thermal spray","topic":"Advanced materials and composites","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tekna Plasma Systems (Canada)","funders":"","keywords":"Materials science; Metallurgy; Tungsten carbide; Silicon carbide; Ceramic; Plasma; Tungsten; Process engineering; Engineering","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":[0.0003833444,0.000256087,0.0003431182,0.0005187261,0.0002692511,0.0005165686,0.0002947578,0.000257922,0.001208081],"category_scores_gemma":[0.0003276755,0.0001860616,0.0003317366,0.0005730688,0.0004329617,0.000485687,0.000519727,0.0004795427,0.0004171386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005872782,"about_ca_system_score_gemma":0.0002721131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007401924,"about_ca_topic_score_gemma":0.0006776755,"domain_scores_codex":[0.9996315,0.00003456552,0.00002387875,0.00005766671,0.0002155062,0.000036915],"domain_scores_gemma":[0.9998653,0.00003775019,0.00002843106,0.00002368589,0.00003474256,0.00001010284],"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":[0.000134083,0.00005922587,0.0006054523,0.000345082,0.00001132089,0.0002806623,0.0003106678,0.002351286,0.9471854,0.005081045,0.0005082688,0.04312766],"study_design_scores_gemma":[0.00004132519,0.0002563771,0.001500907,0.00001319171,0.00001572511,0.0006269459,0.00006079642,0.007543672,0.9741759,0.0009045549,0.01485091,0.000009699794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7423103,0.01166168,0.2105546,0.0004578462,0.000152264,0.0003418559,0.0002912535,0.001311144,0.03291904],"genre_scores_gemma":[0.9676572,0.002512365,0.02511476,0.00002578508,0.00002602152,0.00006028787,0.0001887432,0.00004942756,0.004365326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001208081,"threshold_uncertainty_score":0.004261076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00986840918707413,"score_gpt":0.203409913012479,"score_spread":0.1935415038254049,"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."}}