{"id":"W4383218565","doi":"10.3847/1538-4365/acd117","title":"Critically Evaluated Atomic Data for the Au iv Spectrum","year":2023,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Standards and Technology; Fonds De La Recherche Scientifique - FNRS","keywords":"Spectrum (functional analysis); Physics; Quantum mechanics","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":[0.001061754,0.0004834692,0.0003868371,0.002216445,0.0007836101,0.0004270737,0.0009741822,0.0004197285,0.008764829],"category_scores_gemma":[0.003293097,0.0001523705,0.0002717566,0.001162057,0.0004935121,0.0003545338,0.0007045218,0.0004856359,0.001051549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101752,"about_ca_system_score_gemma":0.0004001466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122903,"about_ca_topic_score_gemma":0.004730362,"domain_scores_codex":[0.9988018,0.0001998056,0.00006538143,0.0001203352,0.0007189185,0.00009376146],"domain_scores_gemma":[0.9976575,0.0005102695,0.0002074377,0.0002349909,0.001325292,0.00006447493],"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":[0.00655276,0.0005665558,0.1192833,0.002674906,0.0004779866,0.00407138,0.001865116,0.04488807,0.528214,0.02784224,0.06276248,0.2008012],"study_design_scores_gemma":[0.0002493334,0.002976878,0.1678779,0.0004087705,0.000429169,0.001722945,0.001797146,0.02682883,0.5333247,0.01143307,0.252704,0.0002472973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985431,0.003024827,0.01078954,0.0004988538,0.0002985233,0.00059694,0.01674033,0.0006188822,0.06888895],"genre_scores_gemma":[0.9739411,0.0007448754,0.009707066,0.0001394178,0.00006109116,0.0001582645,0.00701064,0.0001336939,0.00810402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008764829,"threshold_uncertainty_score":0.02932131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020294934976206,"score_gpt":0.3103357583005399,"score_spread":0.2801328089507779,"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."}}