{"id":"W4403613807","doi":"10.1080/23746149.2024.2409070","title":"Simulating micromagnetism","year":2024,"lang":"en","type":"article","venue":"Advances in Physics X","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Micromagnetics; Computer science; Physics","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":[0.0003078713,0.0005451579,0.0006329981,0.0003781329,0.000486894,0.0009924003,0.001276984,0.001385458,0.008178095],"category_scores_gemma":[0.001401905,0.0003454503,0.0006175519,0.0004046517,0.0007423512,0.001136419,0.001199361,0.0008213706,0.0009954894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090785,"about_ca_system_score_gemma":0.0005840476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713709,"about_ca_topic_score_gemma":0.001622943,"domain_scores_codex":[0.9998078,0.00007584514,0.000009606646,0.00002804119,0.0000528729,0.00002584212],"domain_scores_gemma":[0.9996248,0.0002253058,0.00002667556,0.00005294425,0.00003703444,0.00003307295],"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":[0.00004088314,0.0000517266,0.0008928055,0.0005509138,0.0000657464,0.0001925525,0.0002629402,0.7488646,0.008455163,0.2048696,0.006775826,0.0289773],"study_design_scores_gemma":[0.00004617005,0.00002985777,0.0002393614,0.00007028285,0.00001334609,0.0001089776,0.00004662359,0.8618895,0.002415195,0.08733876,0.04778123,0.00002079496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08302101,0.008161657,0.7772857,0.003100041,0.001049673,0.0003128666,0.001380441,0.00299001,0.1226985],"genre_scores_gemma":[0.5909878,0.007780903,0.3691558,0.0008360401,0.0005161019,0.0009756949,0.001853746,0.001181262,0.02671261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008178095,"threshold_uncertainty_score":0.02735841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006763505431627049,"score_gpt":0.2608838776873839,"score_spread":0.2541203722557568,"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."}}