{"id":"W4404481311","doi":"10.59499/wp225371916","title":"Plasma Spheroidization Of Nd-Fe-B Powder For Additive Manufacturing","year":2022,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tekna Plasma Systems (Canada)","funders":"","keywords":"Materials science; Metallurgy","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":[0.0002917937,0.0003320834,0.0004107665,0.0003649456,0.0002053299,0.0003206072,0.0002207995,0.0003079412,0.0008368866],"category_scores_gemma":[0.0002146369,0.0001967433,0.0003321809,0.000351043,0.0001875274,0.0002121494,0.0002084199,0.000414355,0.0004525839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932789,"about_ca_system_score_gemma":0.0001917947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005698389,"about_ca_topic_score_gemma":0.001347734,"domain_scores_codex":[0.9998096,0.00001951514,0.00001464052,0.00005506296,0.00007269107,0.00002853405],"domain_scores_gemma":[0.9998771,0.00002397321,0.00002378429,0.00002169657,0.00003862449,0.00001480359],"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":[0.0000266603,0.00001031273,0.0000338731,0.00002650348,0.000001859424,0.00002800337,0.00002108275,0.0001511374,0.9980966,0.00008548438,0.00003848856,0.001479927],"study_design_scores_gemma":[0.000008312301,0.0001060531,0.0006954616,0.000002482053,0.000003880575,0.00006939966,0.00001133577,0.001244113,0.9959484,0.00002437141,0.001882744,0.000003464462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427412,0.001272276,0.04968182,0.00008134433,0.00006976547,0.0001658698,0.0004823573,0.0004031557,0.005102212],"genre_scores_gemma":[0.9591609,0.0006644365,0.03696848,0.00002317413,0.000009259752,0.00007622006,0.0004786491,0.00009961259,0.002519354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008368866,"threshold_uncertainty_score":0.00279963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009938967775893663,"score_gpt":0.2027769433343762,"score_spread":0.1928379755584825,"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."}}