{"id":"W4393180553","doi":"10.1051/0004-6361/202449616","title":"FAUST","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"European Regional Development Fund; National Science Council; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Science and Technology Facilities Council; National Astronomical Observatory of Japan; Ministerio de Ciencia e Innovación; Deutsche Forschungsgemeinschaft; National Institutes of Natural Sciences; National Aeronautics and Space Administration; Agencia Estatal de Investigación; National Radio Astronomy Observatory; Planetary Science Division; Istituto Nazionale di Astrofisica; National Science Foundation","keywords":"Physics; Astrophysics; FAUST; Cluster (spacecraft); Corona (planetary geology); Astronomy; Molecular cloud; Shock (circulatory); Astrobiology; Stars; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003669876,0.0001665545,0.0001359169,0.00004100736,0.0001101846,0.0002108963,0.00008037307,0.00002268774,0.0001805134],"category_scores_gemma":[5.029859e-7,0.0001557076,0.00009039747,0.000116224,0.00005436896,0.0002427476,0.00005660897,0.0002075285,0.0001631439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009410628,"about_ca_system_score_gemma":0.00003622863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003672077,"about_ca_topic_score_gemma":5.819429e-7,"domain_scores_codex":[0.9992834,0.00001262042,0.0001140419,0.0002588828,0.00007763948,0.0002533572],"domain_scores_gemma":[0.9996943,0.00003624491,0.00001953877,0.0001402202,0.00001471706,0.00009500014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005104531,0.00003756682,0.007164927,0.00001302446,0.0001126049,0.000003239845,0.0001581595,0.0001678248,0.0004508954,0.1813632,0.0005116147,0.8100119],"study_design_scores_gemma":[0.0007854783,0.0002150227,0.005166363,0.0001466273,0.0002164302,0.000008820699,0.002382979,0.02255546,0.002213401,0.01999887,0.9453119,0.0009986166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3554838,0.00011583,0.6345971,0.0001440468,0.0002963479,0.00009003528,0.00007229376,0.0001027543,0.009097845],"genre_scores_gemma":[0.9779651,0.000001829321,0.02071303,0.00001072248,0.000524652,0.00001203474,0.00006212468,0.00002389805,0.000686592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9448003,"threshold_uncertainty_score":0.6349571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00441809225831762,"score_gpt":0.2069398482107332,"score_spread":0.2025217559524156,"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."}}