{"id":"W4411371612","doi":"10.1051/0004-6361/202554645","title":"FAUST","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"European Research Council; National Research Council Canada; Istituto Nazionale di Astrofisica; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Physics; Opacity; Astrophysics; Interstellar medium; Astronomy; Cosmic dust; Dust lane; Interstellar cloud; Stars; Star formation; Galaxy; Optics","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":[0.0007276228,0.001029115,0.0004910525,0.001818429,0.001730071,0.003868132,0.001308393,0.001731594,0.4646145],"category_scores_gemma":[0.002362323,0.0002895808,0.0004003389,0.001493626,0.0007236976,0.002021921,0.00250295,0.001350613,0.2939512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768428,"about_ca_system_score_gemma":0.001962633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140424,"about_ca_topic_score_gemma":0.01166419,"domain_scores_codex":[0.9991878,0.000093501,0.0000401427,0.0002810499,0.0002834042,0.0001141565],"domain_scores_gemma":[0.9990247,0.0001531926,0.00011249,0.0001743404,0.0003085452,0.0002266652],"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":[0.0002892806,0.00008051722,0.002121452,0.0005279719,0.00002537311,0.0007559675,0.0003750403,0.0005713152,0.001994641,0.04178291,0.6229348,0.3285408],"study_design_scores_gemma":[0.000008557282,0.000009454629,0.0008623588,0.00009540272,0.000003588596,0.0002425736,0.00006135712,0.0001040728,0.0002758964,0.001477001,0.9968521,0.00000769931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004642802,0.006100863,0.005624899,0.008270582,0.002859484,0.0001167434,0.01924358,0.006699244,0.9464418],"genre_scores_gemma":[0.03705994,0.005066904,0.008295437,0.002687716,0.0007174551,0.0001418973,0.02074906,0.002455211,0.9228263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4646145,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003983204874045482,"score_gpt":0.1944686548482016,"score_spread":0.1904854499741561,"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."}}