{"id":"W4408883279","doi":"10.1051/0004-6361/202453386","title":"FAUST","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"National Institutes of Natural Sciences; Consejo Nacional de Ciencia y Tecnología; HORIZON EUROPE Framework Programme; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; National Science and Technology Council; Korea Astronomy and Space Science Institute; National Science Foundation; National Astronomical Observatory of Japan; European Regional Development Fund; European Commission; Ministry of Education, Culture, Sports, Science and Technology; Agencia Estatal de Investigación; National Radio Astronomy Observatory","keywords":"Physics; Astrophysics; FAUST; Astronomy; Literature","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007778628,0.001225447,0.0006071175,0.002068595,0.001630771,0.004833566,0.00157998,0.002262092,0.5416492],"category_scores_gemma":[0.002331089,0.0003704034,0.0004439849,0.001832346,0.0008176839,0.002388562,0.002779702,0.001488811,0.4161504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509443,"about_ca_system_score_gemma":0.001709465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009223146,"about_ca_topic_score_gemma":0.008329864,"domain_scores_codex":[0.9991116,0.0001010554,0.00004662212,0.0003179396,0.0002971852,0.0001257217],"domain_scores_gemma":[0.9990319,0.0001364233,0.0001068858,0.000216863,0.0002720461,0.0002360489],"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":[0.0003305481,0.00008989141,0.001814789,0.0005449437,0.00003072724,0.0006169088,0.0003205779,0.0005538168,0.002190105,0.03417662,0.6222478,0.3370833],"study_design_scores_gemma":[0.0000109475,0.000009653166,0.0006436855,0.00008250426,0.000003657013,0.0001844276,0.00004337783,0.0001123965,0.0002819995,0.001421755,0.9971981,0.00000740446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003228354,0.005078061,0.00593154,0.006299465,0.002695186,0.000118465,0.02206437,0.008610692,0.9459739],"genre_scores_gemma":[0.02895949,0.004156267,0.00813573,0.002223985,0.0005926706,0.0001371294,0.02389654,0.003025457,0.9288728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4583508,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005596419049462892,"score_gpt":0.2206571877873167,"score_spread":0.2150607687378538,"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."}}