{"id":"W2033581402","doi":"10.1063/1.3589968","title":"Atomic level micromagnetic model of recording media switching at elevated temperatures","year":2011,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Recording media; Condensed matter physics; Anisotropy; Field (mathematics); Micromagnetics; Grain size; Energy (signal processing); Patterned media; Materials science; Magnetic field; Anisotropy energy; Physics; Magnetization; Magnetic anisotropy; Quantum mechanics; Mathematics; Composite material; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001090547,0.0003083217,0.0003578149,0.00005091813,0.0001289509,0.00002525434,0.0004626006,0.00004561217,0.0002959426],"category_scores_gemma":[0.000002795834,0.0002964493,0.0001389234,0.0001338687,0.0001021521,0.00009739749,0.0002362912,0.0002772616,0.00006693158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003771771,"about_ca_system_score_gemma":0.0000340458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003626308,"about_ca_topic_score_gemma":0.000001975314,"domain_scores_codex":[0.9985706,0.00002343903,0.0003759128,0.0003929721,0.0002242314,0.0004128744],"domain_scores_gemma":[0.9990848,0.00005068289,0.0002286002,0.0005075554,0.00003710078,0.0000913171],"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":[0.00006290772,0.00007085515,0.0009284234,0.00002610397,0.0000784248,5.80683e-7,0.002012203,0.0003850528,0.9770802,0.01497003,0.002295384,0.002089886],"study_design_scores_gemma":[0.0009075673,0.00002453056,0.0005359669,0.00004215205,0.00009424331,6.257989e-7,0.0001720378,0.004012013,0.982088,0.01151737,0.00004695532,0.000558519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986337,0.00001672287,0.006241511,0.00008854656,0.0001557752,0.0002593972,0.00005008083,0.00005196978,0.006798966],"genre_scores_gemma":[0.9874847,0.000001222187,0.01160578,0.0004585735,0.0001790367,0.00004452916,0.0000465159,0.00006162471,0.000118057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00668091,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082671102674712,"score_gpt":0.1993391057345247,"score_spread":0.1685123947077776,"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."}}