{"id":"W2511444927","doi":"10.15278/isms.2016.fe06","title":"WAKEFIELDS IN COHERENT SYNCHROTRON RADIATION","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); Natural Resources Canada","funders":"","keywords":"Synchrotron radiation; Physics; Radiation; Synchrotron; Optics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000442823,0.0002558439,0.0003160998,0.0005614054,0.0006549032,0.0006842994,0.0003410566,0.0006606807,0.002640583],"category_scores_gemma":[0.001276484,0.0003887,0.000242549,0.0003906623,0.002120751,0.00102098,0.0009661631,0.0006686524,0.0003890683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009808111,"about_ca_system_score_gemma":0.0004102662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000698627,"about_ca_topic_score_gemma":0.0006351178,"domain_scores_codex":[0.9997019,0.00008060893,0.000006788733,0.00003547873,0.000128368,0.00004677217],"domain_scores_gemma":[0.9995298,0.0002351413,0.00008074307,0.00004147353,0.00007319664,0.0000395987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001336879,0.00008270836,0.002422167,0.0001870211,0.00002102152,0.0004339909,0.0006163206,0.05609775,0.08107556,0.8418729,0.001375885,0.01568111],"study_design_scores_gemma":[0.0001818365,0.0003344311,0.005249027,0.0001065294,0.00002012727,0.0005275503,0.0002689002,0.4695664,0.0361275,0.4744722,0.01301081,0.0001346814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.636376,0.00703006,0.2865719,0.001582489,0.0004367535,0.0002093261,0.0001156152,0.0005923021,0.06708562],"genre_scores_gemma":[0.968667,0.00103663,0.02056243,0.0002637772,0.0001255842,0.000116557,0.00006595776,0.0000681242,0.009093797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002640583,"threshold_uncertainty_score":0.008833587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005099307546185537,"score_gpt":0.2577046593441491,"score_spread":0.2526053517979636,"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."}}