{"id":"W2113120292","doi":"10.1109/20.822533","title":"Preisach model for systems of interacting superparamagnetic particles","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Superparamagnetism; Hysteresis; Coercivity; Condensed matter physics; Relaxation (psychology); Magnetic hysteresis; Thermal; Field (mathematics); Preisach model of hysteresis; Materials science; Micromagnetics; Magnetic field; Physics; Statistical physics; Magnetization; Thermodynamics; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001539474,0.000149776,0.0002032781,0.00004923526,0.0001712841,0.00006594181,0.0002389564,0.00006806297,0.001637017],"category_scores_gemma":[0.000007287839,0.0001363849,0.0000854312,0.000114361,0.0001181023,0.00008891021,0.000001204001,0.00009176053,0.0001035644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001937842,"about_ca_system_score_gemma":0.00004129133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009576396,"about_ca_topic_score_gemma":0.00002103193,"domain_scores_codex":[0.9987976,0.00003824962,0.0004313378,0.0002673301,0.0001837689,0.000281703],"domain_scores_gemma":[0.9991947,0.0001648537,0.00006585528,0.0003894553,0.00009893317,0.00008620499],"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":[0.0001381891,0.0003415115,0.000002284421,0.0001059686,0.000006914635,2.594137e-7,0.0006617845,0.6054869,0.3351968,0.0002816903,0.0002550595,0.05752259],"study_design_scores_gemma":[0.0003980705,0.0004248299,0.000008794205,0.00004392773,0.00006458629,0.000005686955,0.0001501207,0.8336888,0.1636883,0.0001563358,0.001207755,0.0001628259],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5780695,0.0001445895,0.4198803,0.0001612546,0.000195006,0.0005744293,0.0001343604,0.00007184404,0.0007686826],"genre_scores_gemma":[0.9826692,0.00007931927,0.01078503,0.00004885997,0.00002988633,0.0003379629,0.000001889038,0.00002464457,0.006023169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4090953,"threshold_uncertainty_score":0.9992756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305616619444184,"score_gpt":0.2564299875531607,"score_spread":0.2233738213587188,"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."}}