{"id":"W2765253714","doi":"10.1016/j.jmmm.2017.10.095","title":"Precessional switching of sub-micrometer magnetic elements with a perpendicular applied field","year":2017,"lang":"en","type":"article","venue":"Journal of Magnetism and Magnetic Materials","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"Western Canada Research Grid; Compute Canada","keywords":"Permalloy; Materials science; Perpendicular; Magnetic field; Condensed matter physics; Micrometer; Anisotropy; Magnetic anisotropy; Magnetic domain; Field (mathematics); Magnetization; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005939816,0.0002910832,0.0006355069,0.0001302684,0.0002225147,0.0003036112,0.000644429,0.00007621437,0.009006941],"category_scores_gemma":[0.00004521861,0.0002075354,0.00008643929,0.00003225359,0.0001330785,0.0002586352,0.0003047108,0.0001803356,0.0000097339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006977376,"about_ca_system_score_gemma":0.00009061408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001670015,"about_ca_topic_score_gemma":0.000004446012,"domain_scores_codex":[0.9979855,0.00007355127,0.000905036,0.0002511422,0.0004466682,0.0003380982],"domain_scores_gemma":[0.9979122,0.00007785037,0.001214009,0.0004913589,0.0001348516,0.0001697834],"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":[0.0005528408,0.000161823,0.005201141,0.000226865,0.00006982168,0.00002245508,0.0002390816,0.000001451569,0.9043355,0.000651949,0.001044329,0.08749274],"study_design_scores_gemma":[0.008492205,0.007644748,0.09864151,0.001066977,0.0006697748,0.0002092791,0.0004398845,0.00002300502,0.8697302,0.005897813,0.006240636,0.0009439603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992024,0.0008192195,0.00021327,0.0003950651,0.0004257833,0.0003195878,0.00002938502,0.000005962937,0.005767696],"genre_scores_gemma":[0.9916359,0.0001125385,0.007115536,0.00007606854,0.000273122,0.00001550685,0.000003748187,0.00002881234,0.0007387316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09344037,"threshold_uncertainty_score":0.991899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005183983574174675,"score_gpt":0.2120083212833039,"score_spread":0.2068243377091292,"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."}}