{"id":"W2321959150","doi":"10.1017/s1431927614002979","title":"Magnetic Imaging with a Novel Hole-Free Phase Plate","year":2014,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Characterization and Applications of Magnetic Nanoparticles","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Phase (matter); Materials science; Phase imaging; Optics; Nuclear magnetic resonance; Physics; Microscopy; 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":[0.00007361211,0.0001468892,0.0001701441,0.0001062254,0.0000901466,0.000108503,0.0001415665,0.00002506558,0.0000884425],"category_scores_gemma":[0.00001123986,0.0001335279,0.00002951086,0.0003116656,0.00007644619,0.00007855952,0.00003352875,0.00006237217,0.00001760488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000105917,"about_ca_system_score_gemma":0.000007049003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001391009,"about_ca_topic_score_gemma":0.00002255376,"domain_scores_codex":[0.9993618,0.000008162109,0.0001760403,0.0001992016,0.00006376802,0.0001910461],"domain_scores_gemma":[0.9994904,0.00002698126,0.00002875074,0.00033337,0.00003680318,0.00008373614],"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":[0.00001297873,0.00005152356,0.0003591496,0.0000312217,0.00002558689,6.708202e-7,0.0001043816,0.0002495553,0.9840963,0.00008356379,0.0003128613,0.01467219],"study_design_scores_gemma":[0.006884347,0.0001441239,0.001647233,0.00007767502,0.0005729644,0.00005403042,0.0002360862,0.1016557,0.7922099,0.000107913,0.09558872,0.0008212116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881304,0.0008202021,0.116548,0.0002968957,0.00001898076,0.0001109936,0.00007496951,0.0001675705,0.0006584222],"genre_scores_gemma":[0.9893029,0.0001081146,0.01005414,0.0001822688,0.00003077032,0.00002116333,0.00003957231,0.0000264651,0.0002346427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1918864,"threshold_uncertainty_score":0.5445111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0047898491433757,"score_gpt":0.2168747508285678,"score_spread":0.2120849016851921,"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."}}