{"id":"W2017998646","doi":"10.1088/0022-3727/36/22/004","title":"On the relative roles of neutral transport and plasma transport in the formation of the density pedestal in magnetically confined plasmas","year":2003,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Pedestal; Tokamak; Plasma; Separatrix; Atomic physics; Physics; Ionization; Mechanics; Ion; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005719216,0.000166038,0.0003179948,0.00003728161,0.0000660687,0.00001144286,0.0002951484,0.00003603385,0.0001781028],"category_scores_gemma":[0.000007563451,0.0000929557,0.0001565313,0.0003495386,0.0002238437,0.00005559755,0.00001593132,0.0005698457,6.298303e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008773422,"about_ca_system_score_gemma":0.0001419278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005352342,"about_ca_topic_score_gemma":0.000100175,"domain_scores_codex":[0.9984691,0.0001367611,0.000595334,0.0001133972,0.000493519,0.0001919523],"domain_scores_gemma":[0.9987403,0.0004635484,0.0004385696,0.0002065236,0.0001159412,0.00003508246],"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":[0.0002721607,0.0007360479,0.009917879,0.00004700943,0.00004209784,0.000002116817,0.00541934,0.002312282,0.02088872,0.9513618,0.00005063023,0.008949965],"study_design_scores_gemma":[0.008781261,0.001043777,0.1691074,0.0003846634,0.0003226005,0.000007931982,0.01205047,0.004969878,0.4412422,0.3609803,0.0005290631,0.0005805134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977026,0.000004080938,0.001910832,0.0003365393,0.00002374217,0.0004867204,0.00001875817,0.000001122629,0.02019223],"genre_scores_gemma":[0.9997746,0.000004691415,0.00009074366,0.00003126188,0.00004728611,0.00001217074,0.000003476681,0.000008672134,0.00002706226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5903814,"threshold_uncertainty_score":0.3790623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180244000035442,"score_gpt":0.2213229382370457,"score_spread":0.2095204982366913,"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."}}