{"id":"W2334382025","doi":"10.1088/1742-6596/688/1/012112","title":"Control and ultra-short pulse generation in stimulated Raman backscattering","year":2016,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Laser; Physics; Saturation (graph theory); Nonlinear system; Inertial confinement fusion; Raman scattering; Raman spectroscopy; Pulse (music); Plasma; FOIL method; Atomic physics; Optics; Computational physics; Materials science; Nuclear physics; 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":[0.00007976867,0.0001090264,0.000200769,0.00004392194,0.00004741117,0.00009090317,0.00006792483,0.00002322592,0.0002714459],"category_scores_gemma":[0.00001662924,0.00007546633,0.0000473743,0.00005560563,0.00005089956,0.0007263841,0.00001032762,0.0001154381,0.00001055832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001875467,"about_ca_system_score_gemma":0.00005754551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004478384,"about_ca_topic_score_gemma":0.00001803326,"domain_scores_codex":[0.9993524,0.00003132546,0.0002981697,0.00009169765,0.00009725372,0.0001291463],"domain_scores_gemma":[0.9993983,0.00009750189,0.0001462521,0.00008038003,0.0002162737,0.00006131073],"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":[0.0001787064,0.0003114973,0.1177205,0.00001989684,0.0001686359,0.00001809607,0.0004729824,0.001732171,0.6341523,0.03277386,0.0004519981,0.2119993],"study_design_scores_gemma":[0.003842484,0.0005862968,0.03875205,0.000504947,0.0001188934,0.00003322207,0.0006255376,0.00193755,0.9350582,0.0163068,0.001714798,0.0005192203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473082,0.000003952475,0.05137025,0.0004217015,0.0001805783,0.00006431988,0.00002807553,0.000003692162,0.0006192072],"genre_scores_gemma":[0.9992855,0.00001870571,0.0001990504,0.00002039275,0.0003700017,0.000003237917,0.000004473668,0.000008252127,0.00009039057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009059,"threshold_uncertainty_score":0.3077428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873261650690875,"score_gpt":0.2535978316510099,"score_spread":0.2348652151441011,"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."}}