{"id":"W2604198613","doi":"10.1088/1741-4326/aa6b16","title":"Controlling marginally detached divertor plasmas","year":2017,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Science; U.S. Department of Energy","keywords":"Divertor; Plasma; Physics; Materials science; Nuclear physics; Atomic physics; Nuclear engineering; Tokamak; Mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003416562,0.0005193601,0.0004803322,0.0002184344,0.000739536,0.001290752,0.0007300528,0.0005636413,0.004410737],"category_scores_gemma":[0.001237686,0.0003070983,0.0002349276,0.0001771752,0.0006812311,0.001184255,0.001895242,0.0008929631,0.001257113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004676823,"about_ca_system_score_gemma":0.0003702103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004400375,"about_ca_topic_score_gemma":0.0005567972,"domain_scores_codex":[0.9997994,0.00002155668,0.000007968384,0.0000424992,0.00006944653,0.0000591054],"domain_scores_gemma":[0.9996282,0.0001021993,0.00006702051,0.0000539047,0.00006940669,0.00007938885],"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":[0.0009595538,0.0001537308,0.003396278,0.0005772095,0.0000795099,0.0008236718,0.0005713456,0.02053749,0.8949888,0.0224343,0.01097462,0.04450352],"study_design_scores_gemma":[0.0004864992,0.001277204,0.005683539,0.0001047443,0.0001045055,0.00116585,0.000723339,0.2811777,0.6021503,0.02213967,0.08480906,0.0001775889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323488,0.006119631,0.09552595,0.002395277,0.001990952,0.0003043467,0.0005039957,0.00186863,0.05894241],"genre_scores_gemma":[0.9829344,0.001260464,0.007117287,0.0003709067,0.0001613521,0.00008025551,0.0002428117,0.0001684351,0.007664041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004410737,"threshold_uncertainty_score":0.01475543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540270189011927,"score_gpt":0.2591849291110441,"score_spread":0.2437822272209249,"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."}}