{"id":"W2043284146","doi":"10.1103/physrevlett.93.125002","title":"Kinetic Susceptibility and Transport Theory of Collisional Plasmas","year":2004,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Dust and Plasma Wave Phenomena","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Collisionality; Physics; Omega; Plasma; Relaxation (psychology); Fokker–Planck equation; Electron; Space (punctuation); Vlasov equation; Plane (geometry); Quantum electrodynamics; Condensed matter physics; Mathematical physics; Quantum mechanics; Differential equation; Tokamak; Geometry","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":[0.0001566573,0.0001382835,0.0003388856,0.00001447877,0.00003151644,0.000004624757,0.00009944986,0.000004917927,0.0001745532],"category_scores_gemma":[0.000005097985,0.0001100613,0.000144746,0.0001099532,0.00013864,0.00006354257,0.00001878658,0.0001162838,0.00002682137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001045606,"about_ca_system_score_gemma":0.00002383103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002336665,"about_ca_topic_score_gemma":7.286187e-7,"domain_scores_codex":[0.9992278,0.00004281844,0.0002100766,0.0002052867,0.0001555221,0.0001585621],"domain_scores_gemma":[0.9995334,0.0001126626,0.00007489243,0.0001759335,0.00002195677,0.00008115726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002038831,0.002435545,0.09008519,0.004717717,0.0005303802,0.00001165097,0.00183282,0.002349173,0.06695546,0.7927787,0.001575676,0.03652378],"study_design_scores_gemma":[0.008646741,0.0008848245,0.3317577,0.009689262,0.002044283,0.000009380786,0.0003069144,0.0004757091,0.02370193,0.5829905,0.03633162,0.003161106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952648,0.0005750819,0.0009316212,0.001115172,0.00003529993,0.0002357008,0.0000458082,0.000009191391,0.001787338],"genre_scores_gemma":[0.9985652,0.00009076135,0.0001944567,0.0009631024,0.0001233578,0.00001342972,0.0000277714,0.000009536737,0.00001238943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416725,"threshold_uncertainty_score":0.448817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122015020149511,"score_gpt":0.2503356585414385,"score_spread":0.2381341565264874,"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."}}