{"id":"W4412721794","doi":"10.1051/0004-6361/202555580","title":"Insufficient evidence for DMS and DMDS in the atmosphere of K2-18 b","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Heising-Simons Foundation; Space Telescope Science Institute; Natural Sciences and Engineering Research Council of Canada; Brinson Foundation; National Aeronautics and Space Administration","keywords":"Physics; Atmosphere (unit); Astrophysics; Meteorology","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":[0.0004541854,0.0006765246,0.0003746331,0.0003192906,0.0006458046,0.0007686349,0.000612491,0.0007033464,0.00106929],"category_scores_gemma":[0.0008672394,0.0002953548,0.0008128153,0.0003840939,0.0004404442,0.0008492663,0.0005779634,0.0006006741,0.0003888467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005835718,"about_ca_system_score_gemma":0.0007580482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02517552,"about_ca_topic_score_gemma":0.02063605,"domain_scores_codex":[0.9997361,0.00002309949,0.0000150922,0.0001190664,0.00007107521,0.00003554281],"domain_scores_gemma":[0.9997502,0.00005584893,0.00005644694,0.00004868871,0.00004755114,0.00004121075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001615571,0.0003299716,0.5348356,0.0009129769,0.001442963,0.0008375526,0.000614398,0.06996553,0.3472056,0.001739839,0.005515294,0.03498472],"study_design_scores_gemma":[0.0002982384,0.0004161135,0.66194,0.00009998074,0.0009634458,0.0006094222,0.0009575892,0.2066434,0.1002792,0.002361956,0.02526798,0.000162705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892567,0.000507819,0.005686402,0.0003340908,0.000058582,0.00002407027,0.001991598,0.0007442654,0.001396519],"genre_scores_gemma":[0.9923139,0.0001808628,0.004574359,0.00008690903,0.00002657235,0.00001296481,0.002380402,0.0001892036,0.0002346694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02517552,"threshold_uncertainty_score":0.05005795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762761981322917,"score_gpt":0.2546453219444568,"score_spread":0.2370177021312276,"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."}}