{"id":"W338494610","doi":"","title":"Modelling of LHCD at various densities in Tore Supra tokamak","year":2012,"lang":"en","type":"article","venue":"Chalmers Publication Library (Chalmers University of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tore Supra; Tokamak; Ray tracing (physics); Computational physics; Plasma; Bremsstrahlung; Distribution function; Physics; Electron; Atomic physics; Optics; Nuclear physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001375044,0.0001430152,0.000256452,0.000971186,0.00009622864,0.000008946196,0.0005118776,0.000143875,0.02547824],"category_scores_gemma":[0.000007280561,0.0001751075,0.00008865813,0.0009347547,0.0003491024,0.000413752,0.0004965062,0.0002083141,0.00002644005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002436562,"about_ca_system_score_gemma":0.00008449324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005368053,"about_ca_topic_score_gemma":0.000006079623,"domain_scores_codex":[0.9988953,0.00003972493,0.0002510974,0.00024534,0.0002089573,0.0003595605],"domain_scores_gemma":[0.9990721,0.00004510338,0.0002324354,0.0004382666,0.0001070335,0.0001049989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002190955,0.001227726,0.6127574,0.0002125124,0.0002495673,0.000007487175,0.004129821,0.0005448684,0.00580095,0.252935,0.01650434,0.1054112],"study_design_scores_gemma":[0.006433587,0.0005906536,0.03039104,0.0002605741,0.0001905898,0.00001314947,0.09594283,0.04983,0.06255013,0.003890647,0.7480806,0.001826258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794091,0.0002174444,0.001887778,0.007596645,0.00005818684,0.0003668903,0.00004902036,0.00009878388,0.1103161],"genre_scores_gemma":[0.9897566,0.00004824125,0.002531667,0.00001623873,0.00002131017,0.000002023455,0.0001068861,0.00001291054,0.007504109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7315762,"threshold_uncertainty_score":0.9754126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467684893216019,"score_gpt":0.193707834310383,"score_spread":0.1790309853782229,"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."}}