{"id":"W1993694576","doi":"10.1088/0741-3335/49/5a/s18","title":"Non-local ponderomotive force in finite temperature inductive plasmas","year":2007,"lang":"en","type":"article","venue":"Plasma Physics and Controlled Fusion","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ponderomotive force; Plasma; Physics; Plasma confinement; Atomic physics; Mechanics; Materials science; Classical mechanics; Nuclear physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471324,0.0002147885,0.0003441913,0.00008856436,0.0001024934,0.00004203969,0.00008676759,0.000150307,0.000004425437],"category_scores_gemma":[0.00002823364,0.0001959944,0.00006062888,0.0002662438,0.00004445264,0.0001020928,0.00003906091,0.0003407874,0.00001966478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004745115,"about_ca_system_score_gemma":0.00001637432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001447885,"about_ca_topic_score_gemma":0.0001157961,"domain_scores_codex":[0.9990638,0.000008867067,0.0002559492,0.0002251677,0.0001367216,0.0003094526],"domain_scores_gemma":[0.9991514,0.0005205384,0.00004285785,0.0001321918,0.00004855212,0.0001044624],"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":[0.00227212,0.001217129,0.003897891,0.0001807744,0.0005439501,0.0002557857,0.005417728,0.3165528,0.4582762,0.06017998,0.00119736,0.1500082],"study_design_scores_gemma":[0.01344518,0.000128299,0.007158256,0.0001228042,0.00005847154,0.000007723223,0.000684502,0.8964383,0.07260547,0.008155738,0.0005981655,0.0005970793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879125,0.00003807474,0.006090199,0.00008573064,0.0001438333,0.000473654,0.00003013142,0.00006084012,0.005164994],"genre_scores_gemma":[0.9992733,0.00009887908,0.0002610037,0.0000421702,0.0001228639,0.00006973291,0.00003053347,0.00002711312,0.00007440245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5798855,"threshold_uncertainty_score":0.7992419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004442795409098479,"score_gpt":0.1939476807090925,"score_spread":0.189504885299994,"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."}}