{"id":"W4241092333","doi":"10.1002/9783527808465.emc2016.5090","title":"Convergent‐Beam <scp>EMCD</scp> : Benefits, Pitfalls, and Applications","year":2016,"lang":"en","type":"other","venue":"European Microscopy Congress 2016: Proceedings","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Austrian Science Fund","keywords":"Diffraction; Beam (structure); Optics; Detector; Materials science; Aperture (computer memory); Physics; Optoelectronics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008088147,0.0004423515,0.0003666664,0.0002977106,0.00048228,0.001165317,0.001183822,0.000856163,0.005787543],"category_scores_gemma":[0.0009161456,0.0002204529,0.0001683404,0.0006993165,0.0007748116,0.0009604256,0.0006146685,0.0008614595,0.001983077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102336,"about_ca_system_score_gemma":0.0003782982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657108,"about_ca_topic_score_gemma":0.001801236,"domain_scores_codex":[0.9997094,0.00004305157,0.000005382439,0.00003612112,0.0001864371,0.00001959086],"domain_scores_gemma":[0.999724,0.00008312263,0.00002080449,0.00004846507,0.00009717843,0.00002646671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006171732,0.0002746756,0.003181673,0.00161241,0.0000550962,0.001158493,0.0005180789,0.1246996,0.2133901,0.1797201,0.06405343,0.4107191],"study_design_scores_gemma":[0.00002963761,0.0002174946,0.001054163,0.0002373123,0.00002456988,0.0006551777,0.0001110078,0.7429227,0.1455016,0.02014138,0.08902678,0.0000782402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2087141,0.05140373,0.5681728,0.005236469,0.001359382,0.0001540784,0.001300917,0.006819532,0.1568391],"genre_scores_gemma":[0.6249843,0.01189763,0.3474839,0.0006195983,0.0002596277,0.000115957,0.0005802176,0.00160523,0.01245359],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005787543,"threshold_uncertainty_score":0.01936132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006672275448054413,"score_gpt":0.2211768407225243,"score_spread":0.2145045652744699,"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."}}