{"id":"W2010982509","doi":"10.1063/1.3529362","title":"Spatially autoresonant stimulated Raman scattering in inhomogeneous plasmas in the kinetic regime","year":2010,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Laser-Matter Interactions and Applications","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agence Nationale de la Recherche","keywords":"Physics; Plasma; Raman scattering; Envelope (radar); Atomic physics; Resonance (particle physics); Scattering; Electron density; Electron; Phase (matter); Raman spectroscopy; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003704124,0.0003306454,0.0002508072,0.0002491579,0.0002704792,0.000466907,0.0003408296,0.0002359652,0.0005559691],"category_scores_gemma":[0.0007305361,0.0002453695,0.0001693484,0.0001874373,0.001012975,0.0006220831,0.0004960761,0.0002575066,0.0001708816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779551,"about_ca_system_score_gemma":0.0001726868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008736332,"about_ca_topic_score_gemma":0.0007362282,"domain_scores_codex":[0.9998018,0.00004726108,0.000007086636,0.00003268513,0.00007134263,0.00003983913],"domain_scores_gemma":[0.9995359,0.0002680259,0.00007595499,0.00003751424,0.00004813979,0.0000344951],"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":[0.0001773382,0.0000255874,0.0008576305,0.00005964495,0.00001042348,0.0003643491,0.0002027134,0.01514126,0.9740976,0.006092323,0.00006874172,0.002902406],"study_design_scores_gemma":[0.00007524178,0.0003814401,0.003343651,0.000008052685,0.00001779428,0.0004620359,0.0002143721,0.3440611,0.6458805,0.004857797,0.000651237,0.00004681824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989208,0.0002216383,0.008690475,0.00006547824,0.000007127018,0.000005783681,0.00001252793,0.00007069334,0.001718305],"genre_scores_gemma":[0.9982589,0.0001056673,0.001213554,0.000006530674,0.000004402172,0.000002964825,0.000009854057,0.000009327801,0.0003888195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008736332,"threshold_uncertainty_score":0.002016664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098971583988638,"score_gpt":0.2536730326258311,"score_spread":0.2426833167859447,"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."}}