{"id":"W2152702237","doi":"10.1063/1.2173629","title":"Self-consistent full-wave and Fokker-Planck calculations for ion cyclotron heating in non-Maxwellian plasmas","year":2006,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Fokker–Planck equation; Cyclotron; Atomic physics; Distribution function; Plasma; Thermonuclear fusion; Ion; Computational physics; Diffusion; Electric field; Quantum electrodynamics; Nuclear physics; Quantum mechanics; Differential equation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001543878,0.0008143939,0.001091591,0.00107641,0.001295009,0.001360277,0.002549218,0.002161892,0.004769013],"category_scores_gemma":[0.003611929,0.0008650273,0.001114381,0.001237231,0.001430333,0.001807144,0.001377762,0.001264552,0.0008720692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913602,"about_ca_system_score_gemma":0.002657985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01916837,"about_ca_topic_score_gemma":0.01169325,"domain_scores_codex":[0.999678,0.00009839164,0.0000160327,0.00002372931,0.0001229873,0.00006085308],"domain_scores_gemma":[0.9988241,0.0006522387,0.000102804,0.0001110409,0.0002094836,0.0001004254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000465154,0.00004694147,0.0003862551,0.000066997,0.00002711225,0.0001344605,0.00009793496,0.9539329,0.001053503,0.03925018,0.00110078,0.003856516],"study_design_scores_gemma":[0.000007223615,0.000002089348,0.00004155892,0.000001841568,0.000001314428,0.000003042821,0.000005860437,0.9974406,0.00008380471,0.002212136,0.000197555,0.000002933992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3007138,0.001624837,0.6287435,0.002267838,0.0003633571,0.0003684428,0.001414653,0.001481785,0.06302182],"genre_scores_gemma":[0.8036678,0.001078145,0.1554959,0.0006434003,0.0002187199,0.0010952,0.001024208,0.00113203,0.03564472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01916837,"threshold_uncertainty_score":0.03811359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336293386465433,"score_gpt":0.2456166270983673,"score_spread":0.232253693233713,"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."}}