{"id":"W2020801104","doi":"10.1063/1.1557271","title":"Increased efficiency and accuracy in micromagnetic calculations of switching astroids","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Micromagnetics; Ellipse; Magnetization; Condensed matter physics; Symmetry (geometry); Field (mathematics); Rotation (mathematics); Path (computing); Physics; State (computer science); Magnetic field; Statistical physics; Element (criminal law); Topology (electrical circuits); Mathematics; Computer science; Geometry; Quantum mechanics; Algorithm","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":[0.001398804,0.0007129411,0.0006296791,0.0006696918,0.0006122593,0.0005986853,0.001432025,0.0008648913,0.003420899],"category_scores_gemma":[0.005345978,0.0003907767,0.0004446891,0.0005481131,0.0006125643,0.001281439,0.0008110393,0.001169307,0.001077925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000556456,"about_ca_system_score_gemma":0.0009604797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226193,"about_ca_topic_score_gemma":0.001945806,"domain_scores_codex":[0.9997004,0.0001480775,0.0000132989,0.00002118408,0.00009284008,0.00002412623],"domain_scores_gemma":[0.9983137,0.001072971,0.00005318152,0.0003233619,0.0002041722,0.00003265516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000130362,0.00007274064,0.0008315878,0.000223904,0.00003481982,0.0001993477,0.0001942109,0.6921145,0.009573375,0.2238921,0.002862774,0.06987026],"study_design_scores_gemma":[0.00002195876,0.00001856991,0.00006674349,0.00001117572,0.000002877518,0.00001655144,0.000008092132,0.9821565,0.002120889,0.01400729,0.001561653,0.000007794977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06330717,0.0004573158,0.9143047,0.0007274575,0.0001851284,0.000111077,0.0001740336,0.001877056,0.01885609],"genre_scores_gemma":[0.4572025,0.0005441123,0.5355718,0.0001472865,0.00009308886,0.0003684384,0.0001853894,0.000925072,0.004962424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003420899,"threshold_uncertainty_score":0.01144403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043553144816589,"score_gpt":0.2313034605531909,"score_spread":0.220867929105025,"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."}}