{"id":"W4391973265","doi":"10.3847/psj/ad16dd","title":"Hunting for Hydrated Minerals on Trans-Neptunian Objects","year":2024,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico","keywords":"Astrobiology; Trans-Neptunian object; Chemistry; Solar System; Geology; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314354,0.0001486877,0.0001253478,0.00014856,0.0009662922,0.0005228185,0.0006991694,0.00001705083,0.0005440023],"category_scores_gemma":[0.000008958953,0.00008789013,0.00008136595,0.0004923274,0.0002690399,0.0005578583,0.00001463416,0.0003716476,0.0001072598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376857,"about_ca_system_score_gemma":0.0002744813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009507102,"about_ca_topic_score_gemma":0.00001263334,"domain_scores_codex":[0.9985615,0.0000348713,0.0002157029,0.0002602425,0.0004105315,0.0005171502],"domain_scores_gemma":[0.9993271,0.0002407242,0.00006223125,0.0001610092,0.00003585168,0.0001731212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004152024,0.0002807812,0.07767554,0.00009755535,0.0004343997,0.000244035,0.0177835,0.1705611,0.271516,0.01691999,0.06262857,0.3814434],"study_design_scores_gemma":[0.001449074,0.00176953,0.09427538,0.0006915075,0.0002418431,0.0008087243,0.004627526,0.7112045,0.009230629,0.01219997,0.1619484,0.001552939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665461,0.000301382,0.00470856,0.002939,0.001955542,0.0003374311,0.0001818917,0.00005748308,0.02297262],"genre_scores_gemma":[0.9973449,0.000004450377,0.0008296437,0.0002119523,0.0006978236,0.000002161381,0.0000386904,0.000006501263,0.0008638412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5406434,"threshold_uncertainty_score":0.7432036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518877061359184,"score_gpt":0.2441193154307896,"score_spread":0.2289305448171978,"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."}}