{"id":"W4411249687","doi":"10.1051/0004-6361/202554750","title":"FAUST","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"Agencia Estatal de Investigación; European Regional Development Fund; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; HORIZON EUROPE Framework Programme; European Commission; Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación; Consejo Nacional de Ciencia y Tecnología","keywords":"Physics; Astrophysics; FAUST; Astronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007803124,0.001049319,0.0003938931,0.001859521,0.001324875,0.00346385,0.001132749,0.001502522,0.4086416],"category_scores_gemma":[0.001970954,0.0002924226,0.0003840112,0.001485642,0.0005850657,0.001674592,0.002097343,0.001089297,0.2562047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535052,"about_ca_system_score_gemma":0.001552519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01366093,"about_ca_topic_score_gemma":0.01060045,"domain_scores_codex":[0.9993093,0.00008255775,0.0000325421,0.0002445933,0.0002267351,0.0001043675],"domain_scores_gemma":[0.9990548,0.0001488394,0.0001219029,0.0001916708,0.0002599516,0.0002227268],"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":[0.0004400311,0.0001028733,0.003236364,0.000531711,0.00003368821,0.0006213196,0.0003302289,0.0007447698,0.002665133,0.0480117,0.5918819,0.3514004],"study_design_scores_gemma":[0.00001108783,0.0000107443,0.001126795,0.00007166136,0.000003549309,0.0002139843,0.00004207153,0.0001252489,0.0003406915,0.001151347,0.996896,0.00000676942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006123358,0.007136668,0.005967574,0.007052857,0.002437942,0.0001180886,0.03337495,0.008550739,0.9292378],"genre_scores_gemma":[0.0526705,0.004662127,0.01196709,0.002180978,0.0006611334,0.000161195,0.03316291,0.002864633,0.8916694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4086416,"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."}}