{"id":"W7132569663","doi":"","title":"Additive manufacturing of soft and hard magnetics materials used in electrical machines","year":2019,"lang":"en","type":"article","venue":"NPARC","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fabrication; Finite element method; Context (archaeology); Fused filament fabrication; Electrical steel; Material properties","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003535034,0.0003768527,0.0002960155,0.001071188,0.0004240383,0.0007669276,0.0002737901,0.0004381036,0.001314732],"category_scores_gemma":[0.0003603131,0.0002617779,0.0003445849,0.0005048778,0.0003906042,0.000401297,0.000500755,0.0005663758,0.0007148567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872758,"about_ca_system_score_gemma":0.0002249532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303503,"about_ca_topic_score_gemma":0.0006525646,"domain_scores_codex":[0.9994996,0.0000474337,0.00003027222,0.00005039063,0.000330121,0.00004217883],"domain_scores_gemma":[0.9998153,0.00004214434,0.00004498362,0.0000382967,0.00004063218,0.00001876921],"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":[0.00004408601,0.00003016859,0.0002841339,0.0003010345,0.00001235288,0.0002488014,0.0001091676,0.0007596936,0.9609493,0.007526854,0.0003610613,0.0293733],"study_design_scores_gemma":[0.000005804082,0.0002673232,0.001461781,0.00005087804,0.00002577324,0.0006155906,0.00004960825,0.002076183,0.961385,0.0009568402,0.03309085,0.00001441876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6621016,0.02646555,0.2343411,0.0005080739,0.001377286,0.0002996104,0.0005989732,0.0009586317,0.07334911],"genre_scores_gemma":[0.8796677,0.005551688,0.09785605,0.0001263129,0.0001197568,0.00008696172,0.0002305667,0.0001502025,0.01621071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001314732,"threshold_uncertainty_score":0.004398227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006543487055924952,"score_gpt":0.1930326929534833,"score_spread":0.1864892058975583,"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."}}