{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006844758,0.00009115245,0.0002030727,0.00005832636,0.000005930012,0.00001463696,0.00005904832,0.00004690087,0.001376908],"category_scores_gemma":[0.000009014667,0.00008266933,0.00001881403,0.00004037956,0.00001178878,0.0000376715,0.00002156511,0.00006910938,0.00002436317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001131205,"about_ca_system_score_gemma":0.00000445247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001133956,"about_ca_topic_score_gemma":0.000005792201,"domain_scores_codex":[0.9994826,0.00001398348,0.0001628995,0.0001001289,0.00008432402,0.00015602],"domain_scores_gemma":[0.999797,0.00005001861,0.00002067829,0.00009479884,0.000006525012,0.0000309868],"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":[0.0000120936,0.00001531796,0.002009679,0.0001119945,0.0000183558,0.000006973576,0.00009140357,0.000332445,0.9843746,0.00057663,0.000253566,0.01219689],"study_design_scores_gemma":[0.0008871478,0.0001211459,0.07631703,0.00006220838,0.0000175138,0.00001241824,0.00001867091,0.02157345,0.8953773,0.002403885,0.002922289,0.0002869126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966341,0.00004477638,0.0001007408,0.00001439982,0.0001158013,0.0001137822,0.00002210832,0.00003410461,0.002920222],"genre_scores_gemma":[0.9981065,0.0000651227,0.001495872,0.00001175723,0.00002921399,0.000005023362,0.000006078842,0.00001812683,0.0002622876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08899733,"threshold_uncertainty_score":0.999536,"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."}}