{"id":"W4410266164","doi":"10.1016/j.icarus.2025.116609","title":"Estimates of rotation periods for Jupiter Trojans with the Zwicky Transient Facility photometric lightcurves","year":2025,"lang":"en","type":"article","venue":"Icarus","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Lawrence Livermore National Laboratory; Institute for Data Intensive Research in Astrophysics and Cosmology, University of Washington; Los Alamos National Laboratory; Ruhr-Universität Bochum; University of Maryland; Trinity College Dublin; Lawrence Berkeley National Laboratory; Northwestern University; University of Warwick; University of Wisconsin-Milwaukee; National Science Foundation; University of Washington; Weizmann Institute of Science; California Institute of Technology","keywords":"Asteroid; Jupiter (rocket family); Physics; Astronomy; Rotation (mathematics); Transient (computer programming); Astrophysics; Rotation period; Astrobiology; Space exploration; Stars; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001050324,0.00007413496,0.0001079531,0.00005292942,0.0000925265,0.00002438913,0.0001243333,0.00001188135,0.00008211855],"category_scores_gemma":[0.000003846155,0.00004301664,0.00005096965,0.0003206123,0.00007734032,0.00006536471,0.000005958148,0.00004456692,0.000002909615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004080528,"about_ca_system_score_gemma":0.00004119856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524177,"about_ca_topic_score_gemma":0.00001116904,"domain_scores_codex":[0.9995407,0.00001548195,0.0001030228,0.0001312302,0.00008921445,0.0001203363],"domain_scores_gemma":[0.9996129,0.0001525491,0.0000422022,0.0001291205,0.00004265743,0.00002052244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003067188,0.0002549397,0.7954459,0.0001107592,0.0002993523,5.551886e-7,0.005375107,0.003154282,0.00925773,0.003716799,0.00191471,0.1801631],"study_design_scores_gemma":[0.0009511024,0.0003352977,0.950922,0.00003462875,0.0001500295,4.022043e-7,0.001449134,0.008655875,0.01926085,0.0004698895,0.01756627,0.0002045408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591796,0.000069632,0.1375422,0.000285497,0.00005005461,0.0003070987,0.000326266,0.000008649742,0.00223093],"genre_scores_gemma":[0.9983214,3.763866e-7,0.001336876,0.00002265241,0.00001376753,0.00003110142,0.00005701973,0.000001534814,0.0002153264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1799586,"threshold_uncertainty_score":0.1754168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006893101816284855,"score_gpt":0.236965823700556,"score_spread":0.2300727218842712,"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."}}