{"id":"W4392022700","doi":"10.1088/1361-6587/ad2c29","title":"Stability analysis of WEST L-mode discharges with improved confinement from boron powder injection","year":2024,"lang":"en","type":"article","venue":"Plasma Physics and Controlled Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fusion Energy Sciences; Office of Science; Oak Ridge National Laboratory; Princeton University; U.S. Department of Energy","keywords":"Boron; Materials science; Mode (computer interface); Stability (learning theory); Nuclear engineering; Physics; Nuclear physics; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002683899,0.0002171111,0.0002277159,0.0001828078,0.0003368672,0.000391661,0.0002998853,0.000267206,0.001024045],"category_scores_gemma":[0.0006056767,0.0001739306,0.0002688722,0.0001612615,0.0004088598,0.0002823521,0.0003317581,0.0003322639,0.0001506429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006427115,"about_ca_system_score_gemma":0.0004124073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004332913,"about_ca_topic_score_gemma":0.001791867,"domain_scores_codex":[0.9999188,0.00001061555,0.000003381607,0.00001889978,0.00003147158,0.00001683104],"domain_scores_gemma":[0.9997866,0.00007866565,0.00004096992,0.00002050287,0.00005534007,0.00001796622],"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":[0.001293386,0.00009983157,0.01885746,0.0001584782,0.00006954686,0.0007866104,0.0006365206,0.244869,0.7140918,0.005364162,0.001513214,0.01226],"study_design_scores_gemma":[0.00003736473,0.0002082958,0.007924115,0.00001031184,0.000009610902,0.00007662286,0.00007475779,0.8857024,0.1047009,0.0006082784,0.0006241772,0.00002305377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987532,0.00005453777,0.009663093,0.0001004098,0.000007091734,0.00001707069,0.0002365205,0.0002488766,0.002140522],"genre_scores_gemma":[0.99836,0.00001774538,0.001106347,0.00000928489,0.00000148537,0.000009997465,0.0001130321,0.00002675409,0.0003554064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004332913,"threshold_uncertainty_score":0.008615375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007370112367692043,"score_gpt":0.2394110313386413,"score_spread":0.2320409189709492,"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."}}