{"id":"W2082450665","doi":"10.1063/1.1489720","title":"Magnetization reversal and configurational anisotropy of dense permalloy dot arrays","year":2002,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Permalloy; Condensed matter physics; Hysteresis; Vortex; Magnetization; Nucleation; Magnetic force microscope; Vortex state; Magnetic hysteresis; Anisotropy; Annihilation; Magnetic field; Materials science; Micromagnetics; Remanence; Physics; Optics; Superconductivity","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":[0.00004242007,0.0001537214,0.0001746694,0.00002271041,0.00007845468,0.00003421,0.000125744,0.00002472963,0.001036943],"category_scores_gemma":[0.000001656681,0.0001562699,0.00004887635,0.00007715496,0.0001451587,0.00009382542,0.00004449546,0.0001077377,0.0000488129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000906414,"about_ca_system_score_gemma":0.000007467348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004343485,"about_ca_topic_score_gemma":2.26691e-7,"domain_scores_codex":[0.9991837,0.00001786506,0.000205574,0.0002213889,0.0001932523,0.0001782639],"domain_scores_gemma":[0.999552,0.00003110347,0.000123941,0.0002047179,0.00003464348,0.00005360555],"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":[0.00002360086,0.00009376989,0.001359226,0.00002923672,0.00005387656,6.144119e-7,0.0006669259,0.0007589023,0.8798605,0.09769414,0.009053106,0.0104061],"study_design_scores_gemma":[0.01467791,0.0006753322,0.01718228,0.0002493158,0.0007930481,0.00001241046,0.00189159,0.03859578,0.8693181,0.02568029,0.02637289,0.004551039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496052,0.00006170507,0.02225747,0.001239436,0.000120148,0.0003697334,0.00004412074,0.00003978079,0.02626242],"genre_scores_gemma":[0.9953468,0.000004187335,0.003439145,0.0006633084,0.0002578475,0.00002450175,0.00004136951,0.00001989455,0.000202916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07201385,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026835577316553,"score_gpt":0.1843989404133121,"score_spread":0.1741305846401466,"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."}}