{"id":"W4396821487","doi":"10.1051/0004-6361/202449949","title":"FAUST","year":2024,"lang":"en","type":"preprint","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"National Institutes of Natural Sciences; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; HORIZON EUROPE Framework Programme; Natural Sciences and Engineering Research Council of Canada; European Commission; National Astronomical Observatory of Japan; National Science Council; National Radio Astronomy Observatory; National Science Foundation","keywords":"FAUST; Protostar; Astrophysics; Physics; Astronomy; Geology; Art; Literature; Galaxy; Star formation","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":[0.0005958098,0.0008337581,0.0003013375,0.001491303,0.001482432,0.002970842,0.001024831,0.001186575,0.3377026],"category_scores_gemma":[0.001447168,0.0002369384,0.0003498473,0.001082927,0.0005316242,0.001300868,0.001726737,0.001001834,0.1619777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939853,"about_ca_system_score_gemma":0.00168667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006392,"about_ca_topic_score_gemma":0.02188707,"domain_scores_codex":[0.9994087,0.00007851573,0.00002496223,0.0001929707,0.0002122783,0.00008243064],"domain_scores_gemma":[0.999283,0.0001015792,0.00008706911,0.0001338318,0.0002388989,0.000155651],"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":[0.0004176186,0.000122904,0.004414245,0.0004869633,0.00003705169,0.0008261514,0.0004723478,0.001138356,0.004039211,0.04328004,0.5493791,0.395386],"study_design_scores_gemma":[0.00001000368,0.00001159027,0.001373714,0.00005832169,0.000003686945,0.000200731,0.00006119964,0.0001847139,0.0003799764,0.0009641654,0.9967449,0.000007095259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01041183,0.005581795,0.006902374,0.00708642,0.001986244,0.0001328286,0.01943057,0.007527414,0.9409404],"genre_scores_gemma":[0.05300646,0.002981066,0.01090517,0.001825197,0.0004278306,0.0001169048,0.01689778,0.001795163,0.9120445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3377026,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064816050517901,"score_gpt":0.2203049562112011,"score_spread":0.2096567957060221,"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."}}