{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002725741,0.00005598259,0.00005251482,0.00003049801,0.00003859413,0.00001238009,0.00001900722,0.00005556564,0.00003292556],"category_scores_gemma":[0.000005908907,0.00005560957,0.000004713247,0.00008156934,0.00001607959,0.00009162934,0.000004514943,0.00003605126,0.000008400976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001655306,"about_ca_system_score_gemma":0.000002437499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001286788,"about_ca_topic_score_gemma":0.000001160593,"domain_scores_codex":[0.9997517,0.00000896898,0.00006800384,0.0000657016,0.00002703721,0.0000785683],"domain_scores_gemma":[0.99989,0.00000382437,0.00001547211,0.00006413936,0.00001358962,0.00001298684],"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":[0.000001904818,0.000002979648,0.0002698111,0.000005743053,0.000003936938,3.235785e-7,0.00002437631,0.0137713,0.9808848,0.00203581,0.000001735386,0.002997309],"study_design_scores_gemma":[0.0001094837,0.000009751585,0.000800592,0.00000689598,0.000006987918,0.00001979012,0.00003956895,0.002750381,0.9946715,0.0005517711,0.0009454413,0.00008787109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900743,0.0001967602,0.008843371,0.000009622991,0.000146261,0.00005155529,4.416387e-7,0.0001502047,0.00052749],"genre_scores_gemma":[0.99476,0.00001971544,0.005156248,0.000004753573,0.00002814588,0.000002954571,0.000001446751,0.00001413973,0.00001254231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01378669,"threshold_uncertainty_score":0.2267692,"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."}}