{"id":"W2158474108","doi":"10.1109/plasma.2002.1030506","title":"Non-linear effects in ICP: theory and experiments","year":2003,"lang":"en","type":"article","venue":"","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ponderomotive force; Lorentz force; Harmonics; Physics; Plasma; Nonlinear system; Mechanics; Computational physics; Magnetic field; Classical mechanics; Quantum mechanics; Voltage","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":[0.00005201376,0.00004126661,0.00004219916,0.00002043988,0.00001010019,0.000005775845,0.00002011314,0.00001966079,0.00001202597],"category_scores_gemma":[0.00002291876,0.00003845517,0.000005225177,0.00004414241,0.000006419256,0.00001722925,0.000004466496,0.00003089741,0.00003858823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006271579,"about_ca_system_score_gemma":0.000001696598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001691206,"about_ca_topic_score_gemma":0.000002137861,"domain_scores_codex":[0.9998088,0.000005276643,0.00004328356,0.00005055132,0.0000204463,0.00007157275],"domain_scores_gemma":[0.9997981,0.0001125528,0.00000221176,0.00005872012,0.000002248138,0.00002623681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004334081,0.0001628543,0.007310636,0.00009371024,0.00003444634,0.00001857146,0.0006370696,0.01262046,0.07008087,0.902088,0.002878333,0.004070756],"study_design_scores_gemma":[0.0009684006,0.00002249912,0.01096479,0.00003567854,0.0000071221,0.000004362027,0.0001151894,0.05341966,0.9087684,0.01560949,0.009792087,0.0002923874],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635677,0.00008610365,0.00460687,0.000006089123,0.00003845958,0.00009085221,6.476032e-7,0.00003550946,0.03156776],"genre_scores_gemma":[0.9975727,0.00003136794,0.002204714,0.00003421471,0.000005270667,0.00004149661,9.24477e-7,0.000007070349,0.0001022139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8864785,"threshold_uncertainty_score":0.1568156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005788141975969493,"score_gpt":0.2306816814594246,"score_spread":0.2248935394834551,"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."}}