{"id":"W4400517396","doi":"10.1051/0004-6361/202450742","title":"FAUST","year":2024,"lang":"en","type":"preprint","venue":"Astronomy and Astrophysics","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"Planetary Science Division; National Institutes of Natural Sciences; Science and Technology Facilities Council; HORIZON EUROPE Framework Programme; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; National Science Council; Natural Sciences and Engineering Research Council of Canada; National Astronomical Observatory of Japan; European Regional Development Fund; European Commission; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; Deutsche Forschungsgemeinschaft; Ministry of Education, Culture, Sports, Science and Technology; National Aeronautics and Space Administration; Agencia Estatal de Investigación; National Radio Astronomy Observatory; National Science Foundation","keywords":"Planet; FAUST; Astrobiology; Physics; Astronomy; History; Art history","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006072969,0.0008906327,0.0003565678,0.00146413,0.001598716,0.003384227,0.0009183993,0.001643081,0.4419082],"category_scores_gemma":[0.001868454,0.0002438152,0.0002750226,0.001137027,0.0005774417,0.00174545,0.002260205,0.001221927,0.2711228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358342,"about_ca_system_score_gemma":0.001460857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106296,"about_ca_topic_score_gemma":0.01041615,"domain_scores_codex":[0.9993661,0.00008022246,0.00003302405,0.0002081463,0.0002072807,0.0001052519],"domain_scores_gemma":[0.9992723,0.0001104377,0.00009156868,0.0001214779,0.0002075094,0.0001966844],"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":[0.0003329417,0.00008608704,0.002849328,0.0004580552,0.00002252808,0.000841902,0.0003584005,0.000377922,0.001844957,0.04101143,0.6692916,0.2825249],"study_design_scores_gemma":[0.000008998397,0.000009578909,0.001066229,0.00007505594,0.000002746521,0.0002389945,0.00006191723,0.0000650514,0.0002199509,0.0009870444,0.9972587,0.000005660014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004670099,0.004866552,0.003005634,0.007904922,0.002696986,0.0001102179,0.02188907,0.003994254,0.9508623],"genre_scores_gemma":[0.0416576,0.003239462,0.005056883,0.002619368,0.0006330952,0.0001232657,0.02131262,0.001338986,0.9240187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5580919,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007990666978974685,"score_gpt":0.20803857142602,"score_spread":0.2000479044470453,"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."}}