{"id":"W4413558434","doi":"10.1109/isie62713.2025.11124822","title":"Rare-Earth and AlNiCo Magnets Interaction in Hybrid Magnet Variable Flux Machines","year":2025,"lang":"en","type":"article","venue":"","topic":"Magnetic Properties of Alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Alnico; Magnet; Magnetic flux; Flux (metallurgy); Physics; Materials science; Mechanical engineering; Engineering; Magnetic field; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001086704,0.0001444223,0.0001423898,0.0001346326,0.0001575581,0.0002511272,0.0002315166,0.0002479735,0.0004689658],"category_scores_gemma":[0.0001302589,0.000104113,0.00008391133,0.0000826541,0.0003162879,0.0004114365,0.0002065398,0.0001150178,0.0001016361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434202,"about_ca_system_score_gemma":0.00006598529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085581,"about_ca_topic_score_gemma":0.0002628782,"domain_scores_codex":[0.9999303,0.00001189638,0.000002734364,0.00001659997,0.0000256478,0.00001287487],"domain_scores_gemma":[0.999939,0.00001969623,0.00002066472,0.000005995119,0.000009182742,0.000005537952],"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":[0.0001988349,0.00004023071,0.001086129,0.0002223494,0.00002569428,0.0002049286,0.000111092,0.01358506,0.943252,0.01959344,0.0002341172,0.02144609],"study_design_scores_gemma":[0.00004471472,0.0008923538,0.005160196,0.00002878993,0.00004965733,0.0007959817,0.0001887941,0.1880425,0.7806863,0.006511652,0.0175643,0.00003481041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310057,0.001512077,0.05766105,0.0001043688,0.00004020935,0.00001694368,0.00001780954,0.0001050203,0.009536783],"genre_scores_gemma":[0.9923579,0.0001275493,0.006628213,0.000009465093,0.000006626929,0.000008091578,0.000009754583,0.000005449869,0.0008469064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004689658,"threshold_uncertainty_score":0.001568854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007680367136697393,"score_gpt":0.2290905339812265,"score_spread":0.2214101668445291,"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."}}