{"id":"W2560601290","doi":"10.1017/s1431927616009211","title":"Quantifying Magnetism on the nm Scale: EMCD on Individual FePt Nanoparticles","year":2016,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Magnetism; Materials science; Nanoparticle; Scale (ratio); Nanotechnology; Condensed matter physics; Physics","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":[0.0003342896,0.0002590837,0.0002724482,0.00009468753,0.0004014418,0.0001974156,0.0003807317,0.00005223905,0.002360083],"category_scores_gemma":[0.00001716408,0.00013639,0.0001620339,0.0001772626,0.0002481077,0.00008752013,0.0001595572,0.0001541769,0.0003756328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605005,"about_ca_system_score_gemma":0.00002303695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002176356,"about_ca_topic_score_gemma":0.00002681719,"domain_scores_codex":[0.9985428,0.0001207246,0.000288302,0.0004427774,0.0002028126,0.0004025367],"domain_scores_gemma":[0.999059,0.000174209,0.0001178873,0.0005143475,0.00003629958,0.00009821123],"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":[0.00006670797,0.0001328988,0.01187981,0.000007525004,0.0002169108,0.000001302399,0.0005050904,0.000002259042,0.8970377,0.002172119,0.00977476,0.07820287],"study_design_scores_gemma":[0.0007065753,0.0002162483,0.006629801,0.0001263863,0.0002827703,0.000001485444,0.0005290306,0.00002432449,0.9711952,0.0005674624,0.01935505,0.0003656633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928561,0.0003469438,0.0001872146,0.003999047,0.000138498,0.0001638455,0.0001056382,0.00003003748,0.002172633],"genre_scores_gemma":[0.9941064,0.0000255904,0.0004889414,0.0006958822,0.0001387315,0.00002824543,0.000009114269,0.00002398165,0.004483114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07783721,"threshold_uncertainty_score":0.9985519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205992108703468,"score_gpt":0.2530445246765394,"score_spread":0.2309846035895048,"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."}}