{"id":"W2800194294","doi":"10.1017/s1431927603443894","title":"Electron Holography and Micromagnetic Simulations for TEM Magnetization Mapping","year":2003,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electron holography; Magnetization; Condensed matter physics; Materials science; Holography; Micromagnetics; Physics; Optics; Magnetic field; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001892623,0.0001506852,0.0002316484,0.000186102,0.0003046653,0.00008834089,0.00005881973,0.00007647282,0.0001747251],"category_scores_gemma":[0.00006789766,0.0001298109,0.00008386336,0.0006502654,0.00009269988,0.00007788541,0.000004992016,0.00008358723,0.000006795323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002092065,"about_ca_system_score_gemma":0.0000132668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648631,"about_ca_topic_score_gemma":0.0001693283,"domain_scores_codex":[0.9989566,0.0001130707,0.0001984732,0.0003544799,0.0000575963,0.0003197309],"domain_scores_gemma":[0.999438,0.0002470494,0.00006102633,0.0001066181,0.00004495106,0.0001023452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007134094,0.00008367631,0.1741701,0.0001156659,0.0001896174,0.000002014568,0.0003033754,0.0004202756,0.6488719,0.0004229375,0.0003269014,0.1750222],"study_design_scores_gemma":[0.002039823,0.001344612,0.7382362,0.00003506832,0.0009579664,0.00004589904,0.0002277796,0.01456002,0.1508883,0.02696705,0.06347059,0.001226616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801212,0.004933475,0.01419748,0.0001642414,0.00003890227,0.0002172269,0.00005751681,0.00002305121,0.0002469069],"genre_scores_gemma":[0.9653319,0.0002151975,0.03366807,0.0002233924,0.00002530026,0.000002638088,0.00009111976,0.000004217211,0.0004381789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5640661,"threshold_uncertainty_score":0.5293534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022844684408922,"score_gpt":0.2445664617371849,"score_spread":0.2343380148930957,"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."}}