{"id":"W1614121579","doi":"","title":"Effects of Evaporated Lithium Coatings on Plasma-Facing Surfaces in NSTX","year":2007,"lang":"en","type":"article","venue":"Bulletin of the American Physical Society","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National laboratory; Lithium (medication); Nuclear physics; Physics; Environmental science; Engineering physics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002591508,0.0001688551,0.0004759238,0.00001958657,0.00007508949,0.000009162939,0.0002854716,0.00002179342,0.00002927449],"category_scores_gemma":[0.00002502058,0.0001223086,0.0004575543,0.0006016361,0.0004740485,0.00001656581,0.00007977155,0.000274858,0.0000136859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003198781,"about_ca_system_score_gemma":0.00002644122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530952,"about_ca_topic_score_gemma":0.000003251405,"domain_scores_codex":[0.9988182,0.00007670761,0.0002787921,0.0002349084,0.0002932071,0.0002981772],"domain_scores_gemma":[0.9986732,0.0005105019,0.0004728812,0.0002404678,0.00005414951,0.00004882485],"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":[0.0002679755,0.002054966,0.1243608,0.0001213473,0.0003761267,0.000001290507,0.003935737,0.002754413,0.8505162,0.003634608,0.004735041,0.007241518],"study_design_scores_gemma":[0.0006135512,0.000231764,0.08532977,0.0001537183,0.00009833095,5.791268e-8,0.001932412,0.001511555,0.9088542,0.0006115825,0.0004299372,0.0002330685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997883,0.000007333465,0.0002155197,0.0003984807,0.00002825763,0.0001535998,0.000008099669,0.00001158305,0.00129417],"genre_scores_gemma":[0.9991282,0.000002601638,0.0005090993,0.000120401,0.00009864791,0.000005228348,0.000002903225,0.00001348998,0.0001194523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05833808,"threshold_uncertainty_score":0.4987602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003533878799028807,"score_gpt":0.235970741265528,"score_spread":0.2324368624664992,"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."}}