{"id":"W4408429621","doi":"10.2497/jjspm.14e-t16-02","title":"Field Assisted Sintering in the Direct Recycling of Hot Deformed Nd-Fe-B Magnet Scrap","year":2025,"lang":"en","type":"article","venue":"Journal of the Japan Society of Powder and Powder Metallurgy","topic":"Magnetic Properties of Alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Materials science; Scrap; Sintering; Magnet; Metallurgy; Field (mathematics); Mechanical 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":[0.0001961349,0.0001908537,0.0001908865,0.0002051121,0.0001227525,0.0002110584,0.0002239745,0.0002010034,0.0005489641],"category_scores_gemma":[0.0001777543,0.000152265,0.0001367029,0.0001587863,0.0001405943,0.0002018891,0.0001395539,0.0001448465,0.0002230769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368398,"about_ca_system_score_gemma":0.0001422134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004932278,"about_ca_topic_score_gemma":0.001694919,"domain_scores_codex":[0.9998761,0.00001304394,0.000008028816,0.00002396626,0.00005634089,0.0000224764],"domain_scores_gemma":[0.9999217,0.00001770084,0.00001953712,0.00001550638,0.00001929141,0.000006202945],"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":[0.00007196757,0.00001500496,0.0002473644,0.00006961042,0.000003870571,0.00007008356,0.0000382168,0.000520775,0.9948106,0.00009110299,0.0000498155,0.004011505],"study_design_scores_gemma":[0.000005235158,0.0000629034,0.001152272,0.000002605553,0.000002878062,0.00005686552,0.00001357924,0.002633135,0.9954774,0.00001770876,0.000572475,0.000003027047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945122,0.0003872366,0.003551609,0.0000193316,0.000008245025,0.00001305541,0.00003783196,0.00007774039,0.001392631],"genre_scores_gemma":[0.9954426,0.0001339652,0.003586234,0.000008195922,0.000001863143,0.000005744388,0.00003074786,0.00001683138,0.0007738402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005489641,"threshold_uncertainty_score":0.001836479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652811646965305,"score_gpt":0.2539776747076726,"score_spread":0.2374495582380195,"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."}}