{"id":"W2089931529","doi":"10.1063/1.2830646","title":"Revision of “Cumulative effect of the filamentation and Weibel instabilities in counterstreaming thermal plasmas” [Phys. Plasmas 13, 102107 (2006)]","year":2008,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Physics; Filamentation; Plasma; Weibel instability; Distribution function; Anisotropy; Magnetic field; Instability; Atomic physics; Dispersion relation; Computational physics; Quantum electrodynamics; Condensed matter 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":[0.0002531659,0.0001904246,0.0004005013,0.00007750699,0.00007402572,0.000007981171,0.0001943528,0.00003587655,0.0008180959],"category_scores_gemma":[0.00003502847,0.0001446519,0.0001123888,0.0002678558,0.0003494967,0.00008504552,0.0001775596,0.000176461,0.000001984276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001423097,"about_ca_system_score_gemma":0.00008335817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398563,"about_ca_topic_score_gemma":0.00004984761,"domain_scores_codex":[0.9985175,0.0001682215,0.0004702297,0.0002225476,0.0004150243,0.0002064921],"domain_scores_gemma":[0.9984446,0.0007718088,0.0003504216,0.0002781167,0.0001184525,0.00003660154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005614406,0.0005363982,0.8130764,0.000682812,0.0001417226,0.000001203778,0.00762311,0.002181167,0.06735772,0.00359255,0.0003769725,0.1038685],"study_design_scores_gemma":[0.006220785,0.001242649,0.2203042,0.0009041281,0.000100792,0.000001047864,0.003319294,0.01613439,0.7496749,0.0004478586,0.001208331,0.0004416595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909276,0.00003749764,0.00004379055,0.00005710781,0.00005240526,0.0005644185,0.0001059,0.000004663778,0.008206617],"genre_scores_gemma":[0.9995146,0.00001330502,0.0001266397,0.000003854062,0.0000337196,0.00001476102,0.00002271937,0.00001254843,0.0002578453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6823172,"threshold_uncertainty_score":0.8957576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241005642336137,"score_gpt":0.2515373071169758,"score_spread":0.2391272506936144,"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."}}