{"id":"W4401345860","doi":"10.3847/1538-4357/ad5722","title":"Connections between Planetary Populations and Chemical Characteristics of Their Host Stars","year":2024,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of International Science and Engineering; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Lawrence Berkeley National Laboratory; Ministry of Science and ICT, South Korea; Universidad Nacional Autónoma de México; University of Oxford; York University; National Research Foundation of Korea; Joint Institute for Nuclear Astrophysics - Center for the Evolution of the Elements; Leibniz-Gemeinschaft; University of Notre Dame; Ohio State University; National Research Foundation; Carnegie Mellon University; University of Washington; European Space Agency; Alfred P. Sloan Foundation; Johns Hopkins University; University of Utah; Carnegie Institution of Washington; Smithsonian Institution; U.S. Department of Energy; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; National Science Foundation","keywords":"Planet; Physics; Astrobiology; Stars; Astronomy; Exoplanet; Planetary system; Abundance (ecology); Astrophysics; Kepler-47; Planetary migration; Biology; Ecology","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":[0.0002397118,0.0001259539,0.0001965927,0.001630105,0.0002449691,0.0005999134,0.0001793724,0.0001868182,0.001698005],"category_scores_gemma":[0.001360352,0.0001078529,0.000150856,0.001070354,0.0002344611,0.0003597774,0.0004726778,0.0001298665,0.0003410799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292598,"about_ca_system_score_gemma":0.00007261131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010251,"about_ca_topic_score_gemma":0.001163416,"domain_scores_codex":[0.9998492,0.00001906213,0.00001967293,0.00005636947,0.00002905534,0.00002662063],"domain_scores_gemma":[0.9986582,0.0003540229,0.0004827056,0.0001320403,0.0001575803,0.0002154118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003255603,0.000004489925,0.9969618,0.000005231238,0.0000223178,0.00002537539,0.00002730914,0.00009188172,0.001557483,0.00003736809,0.00001913263,0.001215014],"study_design_scores_gemma":[0.000001037284,0.00001212255,0.9992782,8.284779e-7,0.000005214226,0.0000648315,0.000052211,0.0002099766,0.0002193519,0.00003803376,0.0001175101,7.674681e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992704,0.00006730636,0.0000630251,0.000004020278,7.768479e-7,0.000001372815,0.0001888242,0.000003876602,0.0004003581],"genre_scores_gemma":[0.9995975,0.00002352311,0.0000506015,0.000001741599,0.000001784759,9.152312e-7,0.0002512429,0.000001952219,0.00007079788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001698005,"threshold_uncertainty_score":0.005680442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191591599828129,"score_gpt":0.2376539050459101,"score_spread":0.2184947450630972,"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."}}