{"id":"W4414053458","doi":"10.1051/0004-6361/202555621","title":"MINDS","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"European Regional Development Fund; Horizon 2020 Framework Programme; Ministerio de Ciencia e Innovación; Max-Planck-Gesellschaft; Belgian Federal Science Policy Office; Centre National d’Etudes Spatiales; Fonds De La Recherche Scientifique - FNRS; Swedish National Space Agency; Science Foundation Ireland; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Space Telescope Science Institute; Science and Technology Facilities Council; National Research Foundation; Agencia Estatal de Investigación; Enterprise Ireland; Danmarks Grundforskningsfond; European Space Agency; National Aeronautics and Space Administration","keywords":"Planet; Brown dwarf; Silicate; T Tauri star; Astrochemistry; Spectral resolution; Emission spectrum; Chemical composition; Spectrometer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110911,0.0006430491,0.0003894505,0.001665152,0.001392142,0.004187494,0.001292494,0.001568433,0.4357525],"category_scores_gemma":[0.004479896,0.0003112108,0.0003746036,0.001331468,0.0005669551,0.002975146,0.004036952,0.001379893,0.315347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093227,"about_ca_system_score_gemma":0.001743501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261309,"about_ca_topic_score_gemma":0.002954899,"domain_scores_codex":[0.9988869,0.0001651033,0.00008097891,0.0002870317,0.0004297529,0.0001502821],"domain_scores_gemma":[0.9977298,0.0002623136,0.0001805542,0.0004334564,0.0007517334,0.0006421233],"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":[0.0001826406,0.00006426039,0.002033049,0.0004422362,0.00001660504,0.0002584656,0.0003267627,0.0001221881,0.001413311,0.03389113,0.752228,0.2090213],"study_design_scores_gemma":[0.000007306557,0.00000803916,0.000667197,0.00005434147,0.000002703532,0.0001077924,0.00005655557,0.0000550641,0.0001945991,0.001733457,0.9971089,0.000004129059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004374349,0.0027228,0.00760026,0.008439521,0.004531356,0.0001934517,0.02629781,0.008082219,0.9377583],"genre_scores_gemma":[0.03715988,0.003202886,0.01063351,0.005210816,0.002146117,0.0003091473,0.04905649,0.00370698,0.8885742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4357525,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005692879884631597,"score_gpt":0.2068296178959774,"score_spread":0.2011367380113458,"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."}}