{"id":"W1766503743","doi":"10.1139/cjp-2013-0086","title":"Convective laser filamentation instability in magnetized plasma","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filamentation; Physics; Instability; Plasma; Convective instability; Magnetic field; Convection; Two-stream instability; Amplification factor; Atomic physics; Mechanics; Quantum electrodynamics; Quantum mechanics; Amplifier","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008648504,0.0002006285,0.0001476353,0.0001984107,0.0002117387,0.0002914126,0.0002288802,0.0001451312,0.0003288231],"category_scores_gemma":[0.0003197765,0.00009755499,0.0001364646,0.0001358033,0.0003492408,0.0002716092,0.0003292814,0.0001750158,0.00005067003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310179,"about_ca_system_score_gemma":0.00009640586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007725779,"about_ca_topic_score_gemma":0.0003406563,"domain_scores_codex":[0.9999357,0.00001162829,0.000001847885,0.00001097608,0.00002364961,0.00001616237],"domain_scores_gemma":[0.9998771,0.00004469023,0.00004025799,0.000007246925,0.00002154384,0.000009059944],"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":[0.00035221,0.0000395623,0.004196079,0.0001131583,0.00003615135,0.0007974028,0.0004044817,0.01768642,0.9464961,0.01696557,0.0002650724,0.01264774],"study_design_scores_gemma":[0.00008966839,0.0003820891,0.01879724,0.00002064366,0.00003930543,0.001146899,0.0001311871,0.6164189,0.3507762,0.01008072,0.002059225,0.00005800927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763525,0.0006282154,0.01795791,0.0001026044,0.00001398335,0.00001836152,0.00001554897,0.00006806268,0.004842777],"genre_scores_gemma":[0.9981364,0.0001034222,0.001329693,0.000006038673,0.000008971898,0.000007005357,0.000006933323,0.000003108454,0.000398461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007725779,"threshold_uncertainty_score":0.00240171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00853957610927485,"score_gpt":0.1957923713727722,"score_spread":0.1872527952634974,"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."}}