{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005565085,0.0004710399,0.0001880294,0.004166066,0.0005552457,0.0005451587,0.0003624468,0.0001854574,0.002129043],"category_scores_gemma":[0.001410936,0.0002530818,0.0003401164,0.00165262,0.0001537787,0.0004782941,0.0005599868,0.0003323358,0.0006381132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008107329,"about_ca_system_score_gemma":0.0003897108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01792424,"about_ca_topic_score_gemma":0.04326059,"domain_scores_codex":[0.9997954,0.00002285939,0.00001193045,0.00007113923,0.00004652629,0.00005226204],"domain_scores_gemma":[0.9991542,0.0001222861,0.0003551743,0.000112458,0.0001710776,0.00008479581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000621108,0.00005604604,0.890082,0.0001273933,0.000232717,0.0001337862,0.0006614309,0.005565456,0.02269344,0.001352786,0.00584217,0.07263164],"study_design_scores_gemma":[0.00001419055,0.00003502654,0.9909724,0.00002453818,0.0000377372,0.00004796802,0.00005671436,0.001844223,0.001636551,0.0001317128,0.005190398,0.000008504358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96807,0.001129846,0.007442438,0.0001178857,0.00002935956,0.00007545118,0.008309256,0.0004776347,0.01434821],"genre_scores_gemma":[0.980198,0.0004148862,0.006060957,0.00002011886,0.00003217611,0.0000466302,0.01112632,0.0001320317,0.001968897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792424,"threshold_uncertainty_score":0.03563982,"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."}}