{"id":"W1936962149","doi":"10.1002/ctpp.201410051","title":"Self‐Consistent COREDIV Modelling of WEST Plasma Scenarios","year":2014,"lang":"en","type":"article","venue":"Contributions to Plasma Physics","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health","keywords":"Tungsten; Plasma; Tokamak; Impurity; Core (optical fiber); Boron; Atomic physics; Materials science; Cyclotron; Coupling (piping); Ion; Radiation; Enhanced Data Rates for GSM Evolution; Physics; Optics; Nuclear physics; Telecommunications","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002676024,0.0002167312,0.0003506006,0.00008683078,0.0002318977,0.00006122045,0.0003157715,0.00005042932,0.004255059],"category_scores_gemma":[0.00004670719,0.0002209702,0.0001629592,0.0003835075,0.00007547212,0.00003827267,0.0002041329,0.0002257267,0.0003588081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002856893,"about_ca_system_score_gemma":0.0001911157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000286197,"about_ca_topic_score_gemma":0.00001992636,"domain_scores_codex":[0.9982908,0.00007723863,0.0004224374,0.0003347856,0.0003994314,0.0004753534],"domain_scores_gemma":[0.9981308,0.0003207319,0.0001402683,0.0005069774,0.0006454934,0.0002557424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001351092,0.001918859,0.006253523,0.0001217506,0.0004197644,0.000002284868,0.0007304028,0.08662869,0.008682277,0.6984253,0.01686478,0.1798173],"study_design_scores_gemma":[0.001750339,0.0002096055,0.0002422798,0.00006153088,0.0000971178,6.350057e-7,0.0001467317,0.8541784,0.01801427,0.001687678,0.1232644,0.0003470225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4718758,0.00001165764,0.4472289,0.002004753,0.0003397519,0.001308948,0.001000658,0.0001245141,0.07610498],"genre_scores_gemma":[0.9949476,0.000002237383,0.003247032,0.00003418686,0.0003321866,0.0001039225,0.0001369682,0.00001727193,0.001178591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7675498,"threshold_uncertainty_score":0.9966552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779534049340142,"score_gpt":0.2544254116504344,"score_spread":0.2366300711570329,"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."}}