{"id":"W2951996249","doi":"10.1103/physrevaccelbeams.21.103401","title":"Collisionless shock acceleration of narrow energy spread ion beams from mixed species plasmas using <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mrow><mml:mn>1</mml:mn><mml:mtext> </mml:mtext><mml:mtext> </mml:mtext><mml:mi>μ</mml:mi><mml:mi mathvariant=\"normal\">m</mml:mi></mml:mrow></mml:math> lasers","year":2018,"lang":"lv","type":"article","venue":"Physical Review Accelerators and Beams","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Lawrence Livermore National Laboratory; Argonne National Laboratory; National Science Foundation; University of California, Los Angeles; Laboratory Directed Research and Development; Fusion Energy Sciences; U.S. Department of Energy; Natural Sciences and Engineering Research Council of Canada; National Nuclear Security Administration; Instituto Superior Técnico; Office of Science","keywords":"Ion; Plasma; Acceleration; Shock (circulatory); Laser; Shock wave; Spectral line; Beam (structure)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008468144,0.001024933,0.0006607866,0.0002657423,0.001911876,0.001827608,0.001377387,0.001120582,0.07023628],"category_scores_gemma":[0.0005955729,0.001550887,0.001649115,0.001086096,0.00120271,0.001976277,0.001279316,0.001266194,0.001316627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002866223,"about_ca_system_score_gemma":0.001059714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003340973,"about_ca_topic_score_gemma":0.0009516365,"domain_scores_codex":[0.9924961,0.0003768495,0.002008741,0.001682639,0.001733585,0.001702136],"domain_scores_gemma":[0.9930626,0.001653127,0.002225943,0.001746245,0.000346981,0.0009651522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009006043,0.001179397,0.00004717418,0.001777801,0.001482591,0.0002691676,0.001050062,0.00192386,0.006373744,0.8634447,0.1150787,0.006472161],"study_design_scores_gemma":[0.001646252,0.001552297,0.000127952,0.004176361,0.002080596,0.000163818,0.001240665,0.1011554,0.8652349,0.0005080285,0.02048381,0.001629899],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330891,0.001854185,0.001525368,0.0004278335,0.002855835,0.000096228,0.001148966,0.0001082852,0.05889419],"genre_scores_gemma":[0.9858107,0.003845549,0.001540241,0.0009775445,0.003934116,0.0006071805,0.002608451,0.0004590944,0.0002171148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8629367,"threshold_uncertainty_score":0.9994609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172538229607673,"score_gpt":0.2597320962823108,"score_spread":0.238006713986234,"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."}}