{"id":"W4407637733","doi":"10.1051/0004-6361/202452191","title":"FAUST","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"European Regional Development Fund; National Science Council; National Astronomical Observatory of Japan; European Commission; Planetary Science Division; Agencia Estatal de Investigación; National Institutes of Natural Sciences; National Aeronautics and Space Administration; National Radio Astronomy Observatory; National Science Foundation","keywords":"Physics; FAUST; Astrophysics; Astronomy; Literature; Art","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":[0.001051922,0.001296009,0.0006204135,0.00265591,0.001624695,0.005746224,0.001838247,0.002432008,0.5282424],"category_scores_gemma":[0.00369266,0.0004744036,0.0005391588,0.002001348,0.000847983,0.002988866,0.003254387,0.00160704,0.4276375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500769,"about_ca_system_score_gemma":0.001958443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009071512,"about_ca_topic_score_gemma":0.007415221,"domain_scores_codex":[0.9988341,0.0001426186,0.00007091559,0.0003529804,0.0004268775,0.0001725271],"domain_scores_gemma":[0.9984748,0.0002210211,0.0001684167,0.0003830791,0.0004281984,0.0003245998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002301996,0.00006318511,0.001516138,0.0004945467,0.00002692696,0.0004091987,0.0002483391,0.0005058429,0.00156265,0.02609072,0.7309144,0.2379379],"study_design_scores_gemma":[0.00001102542,0.000007625709,0.0005183438,0.00007682613,0.000003976869,0.0001423375,0.00003597737,0.0001289389,0.0002644579,0.001548237,0.9972534,0.000008842427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003068957,0.00392377,0.01016385,0.007427433,0.00311656,0.0001600262,0.04388537,0.02393562,0.9043183],"genre_scores_gemma":[0.03315962,0.003738649,0.01580803,0.003265594,0.001081172,0.0002203539,0.05478615,0.008502292,0.8794382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5282424,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0021688581706121,"score_gpt":0.1900407635979189,"score_spread":0.1878719054273068,"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."}}