{"id":"W4415080796","doi":"10.1016/j.actaastro.2025.09.077","title":"Small near-Earth Objects in the Taurid Resonant Swarm","year":2025,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration","keywords":"Swarm behaviour; Asteroid; Population; Transient (computer programming); Resonance (particle physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002886575,0.0001447676,0.0001436996,0.00004649455,0.0001769876,0.0001005596,0.0004863507,0.0000264535,0.0002723247],"category_scores_gemma":[0.000009927555,0.0001009868,0.00005785154,0.0003203333,0.0001130341,0.00009100469,0.00007110871,0.0002901783,0.00008471206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008029392,"about_ca_system_score_gemma":0.0001803114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000349711,"about_ca_topic_score_gemma":0.0000949799,"domain_scores_codex":[0.9988854,0.00008737931,0.0001854064,0.0002605359,0.0001608938,0.0004203769],"domain_scores_gemma":[0.9993562,0.0001833326,0.00004192792,0.0003509202,0.00001556095,0.0000520417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001258257,0.0005512873,0.741392,0.0000236253,0.00009216565,0.00003123624,0.003121144,0.0007322731,0.001429852,0.05258158,0.009493576,0.1904254],"study_design_scores_gemma":[0.0006067491,0.000108262,0.8147333,0.00005325079,0.00002690273,0.000001996148,0.001458239,0.004210577,0.0004303533,0.001185999,0.1769712,0.000213135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312979,0.00007029774,0.001675473,0.002532945,0.0002117568,0.0002907153,0.00004515899,0.00002286933,0.06385291],"genre_scores_gemma":[0.9966627,9.791629e-7,0.001630006,0.0003184635,0.0000839619,0.00001379309,0.00005124324,0.000004571855,0.001234335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1902123,"threshold_uncertainty_score":0.4118123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061520114514574,"score_gpt":0.2209286391944541,"score_spread":0.2103134380493083,"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."}}