{"id":"W4399174782","doi":"10.3847/1538-3881/ad4115","title":"The Discovery and Follow-up of Four Transiting Short-period Sub-Neptunes Orbiting M Dwarfs","year":2024,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science Mission Directorate; Agencia Estatal de Investigación; Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture; Japan Society for the Promotion of Science; Jet Propulsion Laboratory; Korea Astronomy and Space Science Institute; Ministério da Ciência, Tecnologia, Inovações e Comunicações; National Astronomical Observatory of Japan; Ministerio de Ciencia e Innovación; Swedish National Space Agency; Universidad de La Laguna; Ministry of Science, ICT and Future Planning; Ames Research Center; National Aeronautics and Space Administration; Ministry of Science and Higher Education of the Russian Federation; Fédération Wallonie-Bruxelles; Precursory Research for Embryonic Science and Technology; California Institute of Technology; Fonds De La Recherche Scientifique - FNRS; Vetenskapsrådet; Agencia Nacional de Investigación y Desarrollo; Université Cadi Ayyad; National Science Foundation","keywords":"Physics; Algorithm; Computer science","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":[0.0001583784,0.0002017584,0.0002262982,0.000919011,0.0007843636,0.0003456133,0.0002384808,0.0003335032,0.0005392547],"category_scores_gemma":[0.0004637383,0.0001153964,0.0002085164,0.0004917165,0.0001960043,0.0001963507,0.0005242075,0.0003783756,0.0003714244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686713,"about_ca_system_score_gemma":0.0001231205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104702,"about_ca_topic_score_gemma":0.004187198,"domain_scores_codex":[0.9999193,0.00000553759,0.000004721759,0.00002853277,0.0000167926,0.00002502622],"domain_scores_gemma":[0.999597,0.00004700303,0.0001177251,0.00004999192,0.00006264941,0.0001255464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003585812,0.0001095791,0.9387826,0.00002138357,0.00002961293,0.002450075,0.0008339616,0.0000952054,0.04019368,0.00008099891,0.0004666527,0.01657775],"study_design_scores_gemma":[0.00001190657,0.0002049883,0.9873446,0.000005135195,0.00002984208,0.002238146,0.0003185594,0.0002411817,0.006750325,0.00006011216,0.002788538,0.000006593544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990332,0.00005158988,0.000118473,0.00002723843,0.000003222492,0.000006756131,0.0001310379,0.000008722563,0.0006197115],"genre_scores_gemma":[0.9981058,0.00006746464,0.000411893,0.00003962897,0.0000116979,0.00001076031,0.0006378902,0.000006405294,0.0007085817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003104702,"threshold_uncertainty_score":0.006173253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226204766384694,"score_gpt":0.2172489384420931,"score_spread":0.2049868907782461,"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."}}