{"id":"W4385315876","doi":"10.1364/cleo_fs.2023.ftu3m.3","title":"Generating MeV Electrons using Radially Polarized Modes","year":2023,"lang":"en","type":"article","venue":"","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Institut National de la Recherche Scientifique","funders":"","keywords":"Electron; Polarization (electrochemistry); Atomic physics; Ionization; Laser; Physics; Acceleration; Laser beams; Nuclear physics; Ion; Optics; Chemistry","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":[0.00006204061,0.00009737204,0.0001041427,0.00006908719,0.0002176622,0.0001057567,0.0000698346,0.00002183394,0.002015111],"category_scores_gemma":[0.00001414484,0.00008742767,0.00007136579,0.000214794,0.00001183593,0.0001406896,0.00003554856,0.00009954818,0.0005441157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001931049,"about_ca_system_score_gemma":0.00007527574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125817,"about_ca_topic_score_gemma":0.00002814318,"domain_scores_codex":[0.999353,0.00002062534,0.0001456081,0.0001441574,0.00007819305,0.0002584205],"domain_scores_gemma":[0.9996014,0.0001348683,0.00003885967,0.0001255145,0.00003897911,0.00006039577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001430622,0.0001620258,0.01223828,0.000007460662,0.0001847122,0.000007299473,0.000170917,0.09337406,0.7607473,0.1204699,0.00974797,0.002875694],"study_design_scores_gemma":[0.0005962078,0.00003548352,0.0002597846,0.00001691412,0.00004993657,0.000002101382,0.0004662502,0.9235148,0.06568403,0.002938019,0.00613463,0.0003017954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087096,0.000002450016,0.06447326,0.0001564617,0.00020846,0.0001008681,0.00003154871,0.0001350762,0.02618224],"genre_scores_gemma":[0.9870543,0.000001309521,0.008835788,0.00005744944,0.0003642478,0.00000993088,0.0000576608,0.0000177734,0.003601464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8301408,"threshold_uncertainty_score":0.9988972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194558588251419,"score_gpt":0.2805110208442925,"score_spread":0.2585654349617783,"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."}}