{"id":"W2621583875","doi":"","title":"Preliminary Design of Laser-Induced Breakdown Spectroscopy Diagnostic for Divertor Analysis in EAST","year":2017,"lang":"en","type":"article","venue":"JuSER (Forschungszentrum Jülich)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Divertor; Laser-induced breakdown spectroscopy; Spectroscopy; Materials science; Laser; Nuclear engineering; Optoelectronics; Plasma; Optics; Nuclear physics; Physics; Engineering; Tokamak","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":[0.001327216,0.0007418798,0.0006388961,0.0009860886,0.001425563,0.001129906,0.00163015,0.001497106,0.003643012],"category_scores_gemma":[0.001324304,0.0004751228,0.0003576262,0.000277377,0.0006654394,0.001014163,0.00114422,0.0007115795,0.001445829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298116,"about_ca_system_score_gemma":0.002305091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104869,"about_ca_topic_score_gemma":0.001822899,"domain_scores_codex":[0.9994398,0.00008583379,0.00002371397,0.0001348904,0.0001886028,0.0001271227],"domain_scores_gemma":[0.9986107,0.000296364,0.00009385856,0.0001074625,0.0006844489,0.0002071218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002373185,0.0002033838,0.0177456,0.0003005731,0.00005254969,0.0006385918,0.0006879895,0.002800836,0.9290744,0.00327759,0.002970795,0.03987467],"study_design_scores_gemma":[0.0001648538,0.001511797,0.01269706,0.00005391909,0.0000735698,0.0008818249,0.0002779783,0.04024781,0.9285446,0.001095282,0.01438363,0.00006761479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6856344,0.0007229783,0.2938703,0.001423017,0.0002781046,0.001432912,0.001971806,0.004837294,0.009829087],"genre_scores_gemma":[0.8279005,0.0001144902,0.1657108,0.0004085099,0.00004435862,0.0004961058,0.0006137273,0.0002046046,0.004506914],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003643012,"threshold_uncertainty_score":0.01218706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516525074117141,"score_gpt":0.2905116569985801,"score_spread":0.2653464062574087,"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."}}