{"id":"W1591237103","doi":"10.1109/intmag.2002.1000577","title":"Ferromagnetic switching dynamics as revealed by optical microscopy","year":2003,"lang":"en","type":"article","venue":"IEEE International Digest of Technical Papers on Magnetics Conference","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ferromagnetism; Picosecond; Dynamics (music); Magnetization dynamics; Microscopy; Optical microscope; Laser; Materials science; Optics; Condensed matter physics; Physics; Optoelectronics; Magnetic field; Magnetization; Quantum mechanics; Scanning electron microscope","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001220648,0.0002542466,0.0002607817,0.00007448429,0.00008320687,0.00007885446,0.0006124651,0.0001175247,0.001200552],"category_scores_gemma":[0.00004580434,0.0002549828,0.0001381646,0.0001334186,0.0002021814,0.00005479735,0.00005432233,0.0003789423,0.00006247321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008056858,"about_ca_system_score_gemma":0.00008315251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007676502,"about_ca_topic_score_gemma":0.000010393,"domain_scores_codex":[0.998451,0.00002939407,0.0004822576,0.0004127685,0.0003409068,0.0002836704],"domain_scores_gemma":[0.998996,0.0001270942,0.0001819554,0.0003973934,0.0001674312,0.0001301857],"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":[0.00002086577,0.0003322935,0.00160528,0.000008119756,0.00001737628,9.919096e-7,0.00001024824,0.00003542557,0.6131853,0.3823882,0.001090855,0.001305054],"study_design_scores_gemma":[0.002769707,0.003005637,0.00983694,0.0006636917,0.0001804389,0.00003835075,0.0003295924,0.002009545,0.7943451,0.07615273,0.1084348,0.002233487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2527252,0.00003028401,0.007204412,0.001005186,0.0002166877,0.0004139048,0.0002000664,0.0001075522,0.7380967],"genre_scores_gemma":[0.9903398,0.00003751065,0.006173179,0.0001723371,0.00003440067,0.00007500168,0.00007705402,0.00002909458,0.003061604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7376146,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009683665886378935,"score_gpt":0.2922738000679635,"score_spread":0.2825901341815846,"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."}}