{"id":"W4411560506","doi":"10.1103/vmw2-4k77","title":"Dark matter from quasi–de Sitter horizons","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"U.S. Department of Energy","keywords":"New horizons; De Sitter universe; Physics; Astrophysics; Astronomy; Universe","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":[0.0003278233,0.0004763349,0.0003799912,0.0006637271,0.0007939413,0.001315166,0.0005513884,0.0007815657,0.007433405],"category_scores_gemma":[0.000913331,0.0003396555,0.0005388665,0.0003093374,0.001148687,0.002033152,0.000883476,0.001062827,0.0007641955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008346822,"about_ca_system_score_gemma":0.0005971657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002416708,"about_ca_topic_score_gemma":0.002152055,"domain_scores_codex":[0.9998991,0.00001820099,0.000004916257,0.00002729627,0.00003003063,0.00002044794],"domain_scores_gemma":[0.9997514,0.0000425917,0.00005086589,0.00005119199,0.00003080594,0.00007323157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003835417,0.00001214949,0.0005319632,0.00008256311,0.00001033815,0.0002329625,0.0001500234,0.002898687,0.002652796,0.9889064,0.001853304,0.002630545],"study_design_scores_gemma":[0.00002197803,0.0000235666,0.002323943,0.0000255745,0.000006412707,0.0002372777,0.00005356171,0.01511111,0.0005069694,0.9772102,0.00446101,0.00001840336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.62758,0.006498591,0.06651761,0.009550606,0.001046686,0.00009059051,0.0009987119,0.0006639712,0.2870531],"genre_scores_gemma":[0.9678786,0.001731564,0.006937983,0.000768704,0.000617909,0.00004002357,0.0004632818,0.00006820522,0.02149365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007433405,"threshold_uncertainty_score":0.02486724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008244232860887366,"score_gpt":0.3948886403392974,"score_spread":0.38664440747841,"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."}}