{"id":"W4409463791","doi":"10.3847/psj/adbe74","title":"In Search of the Potentially Hazardous Asteroids in the Taurid Resonant Swarm","year":2025,"lang":"en","type":"article","venue":"The Planetary Science Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Deutsches Elektronen-Synchrotron; Trinity College Dublin; Natural Sciences and Engineering Research Council of Canada; Stockholms Universitet; Nuclear Safety and Security Commission; Institut National de Physique Nucléaire et de Physique des Particules; University of Warwick; Northwestern University; Weizmann Institute of Science; California Institute of Technology; National Aeronautics and Space Administration; National Science Foundation","keywords":"Asteroid; Swarm behaviour; Hazardous waste; Astrobiology; Environmental science; Computer science; Geology; Artificial intelligence; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001494692,0.0001169994,0.00009931596,0.000920635,0.0005184537,0.0003406022,0.0002531146,0.0001461065,0.001735681],"category_scores_gemma":[0.0003098985,0.00006662453,0.00009299683,0.0004262266,0.0001895773,0.0003038951,0.000534764,0.000112571,0.0002958736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731151,"about_ca_system_score_gemma":0.0002170232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006139567,"about_ca_topic_score_gemma":0.01165897,"domain_scores_codex":[0.9999446,0.000006510694,0.000002367725,0.00001714979,0.00001190324,0.00001741538],"domain_scores_gemma":[0.9997087,0.00003886516,0.00009974287,0.00002326542,0.00002945381,0.00009998124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105489,0.0000338632,0.9665461,0.0000194384,0.0000198498,0.0008898966,0.0006442631,0.0002882542,0.02083076,0.0002770557,0.0004013481,0.009938636],"study_design_scores_gemma":[0.00000882857,0.0001289517,0.9875003,0.000009242508,0.00001751914,0.0009872233,0.002330686,0.002089839,0.004597194,0.0001894609,0.002133804,0.000006897936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988773,0.00002170449,0.0002660595,0.00001740028,0.000001018501,0.000005225208,0.00008000267,0.00001051456,0.0007206777],"genre_scores_gemma":[0.9988645,0.00001595273,0.000640337,0.000006131379,0.000001979842,0.000002370397,0.0002093399,0.000001519304,0.0002578227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006139567,"threshold_uncertainty_score":0.01220769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008016998153374082,"score_gpt":0.2378789499285883,"score_spread":0.2298619517752142,"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."}}