{"id":"W4408783315","doi":"10.1103/physrevd.111.055024","title":"Global fit to loopy dark matter and neutrino masses","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Perimeter Institute; Arthur B. McDonald-Canadian Astroparticle Physics Research Institute; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; National Science Foundation; Government of Canada; Agencia Estatal de Investigación; “la Caixa” Foundation; Institut Périmètre de physique théorique; Innovation, Science and Economic Development Canada","keywords":"Dark matter; Neutrino; Physics; Particle physics; Astrophysics","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":[0.0007787388,0.001161582,0.000812011,0.0006793312,0.0003800552,0.000876953,0.0008282859,0.0008913977,0.005264911],"category_scores_gemma":[0.002518611,0.0003197226,0.001113765,0.0006435841,0.000355922,0.0006493914,0.0008443941,0.0006960041,0.0009547726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047226,"about_ca_system_score_gemma":0.0004001613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042856,"about_ca_topic_score_gemma":0.003257764,"domain_scores_codex":[0.9998201,0.00006473361,0.000004332322,0.00006524331,0.00001544053,0.00003024596],"domain_scores_gemma":[0.999126,0.0004112433,0.0001051893,0.0001319246,0.0001194757,0.0001062122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005667488,0.000146628,0.06427393,0.00009156165,0.0005211548,0.0007416593,0.00009512447,0.9038007,0.005182673,0.008942614,0.003731769,0.0119054],"study_design_scores_gemma":[0.0001490209,0.0001949586,0.01432096,0.0000165543,0.0001399113,0.0002524834,0.0001111225,0.9663135,0.002069154,0.01292286,0.003458432,0.00005105724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420146,0.0003260426,0.04534711,0.0003686047,0.00004014339,0.00002477551,0.003056914,0.0007433213,0.008078508],"genre_scores_gemma":[0.9892871,0.00004605388,0.005816359,0.0001012198,0.00001677772,0.00002604092,0.002805516,0.0002328282,0.001667982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005264911,"threshold_uncertainty_score":0.01761287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010129356290402,"score_gpt":0.4149444253606508,"score_spread":0.4048431317977468,"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."}}