{"id":"W4403123331","doi":"10.1051/0004-6361/202450881","title":"ExoplaNeT accRetion mOnitoring sPectroscopic surveY (ENTROPY)","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; U.S. Department of Energy; Vetenskapsrådet; Deutsche Forschungsgemeinschaft; York University; Office of Science; Princeton University; Alfred P. Sloan Foundation; University of Washington; College of Engineering, Michigan State University; Johns Hopkins University; Carnegie Mellon University; Yale University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Agencia Estatal de Investigación; Harvard University; Ohio State University; National Science Foundation; Knut och Alice Wallenbergs Stiftelse; New Mexico State University; University of Portsmouth; Vanderbilt University; Brookhaven National Laboratory; European Commission","keywords":"Physics; Astrophysics; Accretion (finance); Astronomy; Exoplanet; Accretion disc; Planet","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002090921,0.0001841113,0.0001057833,0.001072401,0.0002134217,0.0002253854,0.0002357327,0.0001336194,0.001625855],"category_scores_gemma":[0.000235772,0.00007576852,0.0001242278,0.0007240273,0.00007581021,0.0001567897,0.0004810581,0.0001444482,0.0007451384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040988,"about_ca_system_score_gemma":0.0002244865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003471682,"about_ca_topic_score_gemma":0.006882346,"domain_scores_codex":[0.9998779,0.00001466198,0.000008003872,0.00004462945,0.00003426731,0.00002053708],"domain_scores_gemma":[0.9996822,0.00001898597,0.0001131398,0.0000401089,0.00006129366,0.00008436474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247301,0.00009331834,0.9355744,0.00007423112,0.00006100963,0.0002762846,0.0002159817,0.0005625246,0.01718632,0.0002554774,0.004856569,0.04071908],"study_design_scores_gemma":[0.000007247721,0.00005313553,0.985684,0.000009803117,0.00002129927,0.0003591668,0.0001138111,0.001359444,0.00201464,0.00008550493,0.01028846,0.000003487444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704524,0.0003171408,0.002297028,0.00009917875,0.00001540248,0.00006521052,0.02082112,0.0002783954,0.005654129],"genre_scores_gemma":[0.9590785,0.0002144333,0.004951766,0.0000772239,0.00004024482,0.00007214834,0.03167881,0.0000270473,0.003859805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003471682,"threshold_uncertainty_score":0.006902933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292296792775863,"score_gpt":0.2434360050206282,"score_spread":0.2305130370928696,"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."}}