{"id":"W2017650545","doi":"10.1016/j.jnucmat.2010.10.036","title":"SOL width in limited versus diverted discharges in DIII-D","year":2010,"lang":"en","type":"article","venue":"Journal of Nuclear Materials","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"U.S. Department of Energy","keywords":"DIII-D; Nuclear engineering; Materials science; Radiochemistry; Chemistry; Physics; Nuclear physics; Tokamak; Plasma; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004374088,0.00008945056,0.0002375091,0.0001971202,0.00002640916,0.00009047289,0.0002275823,0.00003718186,0.161284],"category_scores_gemma":[0.0000482249,0.00007279481,0.00004510563,0.00009571922,0.00003166345,0.0000578676,0.0001030952,0.0002422263,0.00006831626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000633831,"about_ca_system_score_gemma":0.00003939787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003607545,"about_ca_topic_score_gemma":0.00009782651,"domain_scores_codex":[0.9989774,0.00007556527,0.0004355018,0.00008861243,0.0002234544,0.0001995005],"domain_scores_gemma":[0.9994888,0.00006645738,0.0001847442,0.0001258693,0.00006247236,0.0000716012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005584571,0.0002498419,0.01163423,0.00001049831,0.00002274928,0.00002284783,0.0002823027,0.000001114748,0.9624868,0.001121779,0.002986181,0.0206232],"study_design_scores_gemma":[0.00959117,0.0005833419,0.8866228,0.0001434067,0.00002790415,0.000004695486,0.001047183,0.0001391349,0.01606382,0.0007033257,0.08473192,0.0003412325],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911273,0.00000397334,7.502386e-7,0.00146484,0.0006900329,0.0001167901,0.00001204714,0.000003481916,0.00658079],"genre_scores_gemma":[0.9992959,0.000007506016,0.0002328931,0.00002379867,0.0002380506,0.000001962903,0.000002741561,0.00001167317,0.0001854387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.946423,"threshold_uncertainty_score":0.8394827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413896386656685,"score_gpt":0.2665763512807175,"score_spread":0.2524373874141507,"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."}}