{"id":"W2050965631","doi":"10.1016/j.jnucmat.2009.01.208","title":"Plasma interactions with the outboard chamber wall in DIII-D","year":2009,"lang":"en","type":"article","venue":"Journal of Nuclear Materials","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"U.S. Department of Energy","keywords":"Plasma; Collisionality; DIII-D; Tokamak; Materials science; Erosion; Langmuir probe; Atomic physics; Mechanics; Physics; Nuclear physics; Plasma diagnostics; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002009277,0.0003567646,0.0004956144,0.0002997041,0.001640983,0.00189579,0.0005212988,0.0005680797,0.008957947],"category_scores_gemma":[0.0003804601,0.0002727219,0.0002121947,0.0002876645,0.0005525621,0.0004505058,0.001417482,0.0008303093,0.001131349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062062,"about_ca_system_score_gemma":0.0003921113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734373,"about_ca_topic_score_gemma":0.002285101,"domain_scores_codex":[0.9998031,0.00002491527,0.000002894121,0.00003273746,0.00003503479,0.0001013547],"domain_scores_gemma":[0.9997781,0.00005285922,0.00002960379,0.00001432787,0.00003384597,0.00009131722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01061412,0.001149386,0.03343128,0.0005932441,0.0002094675,0.007339646,0.003940107,0.0480984,0.8000613,0.04810539,0.01819897,0.02825857],"study_design_scores_gemma":[0.001149385,0.002150595,0.1375039,0.0001292604,0.0001819423,0.002207733,0.00580739,0.2519933,0.5409136,0.01116275,0.04647876,0.0003214002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459181,0.0003886216,0.003375468,0.0004553098,0.0001255609,0.00004031826,0.0002559779,0.0001510319,0.04928966],"genre_scores_gemma":[0.9953152,0.00005625858,0.0003122833,0.000062752,0.0000117524,0.00000981861,0.0001321651,0.00003682782,0.004062952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008957947,"threshold_uncertainty_score":0.02996731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043162597277699,"score_gpt":0.2566085100458163,"score_spread":0.2461768840730393,"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."}}