{"id":"W4366484338","doi":"10.1088/1475-7516/2023/04/054","title":"Precision cosmology with primordial GW backgrounds in presence of astrophysical foregrounds","year":2023,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Colleges and Universities; National Science Foundation; Government of Canada; Gordon and Betty Moore Foundation; U.S. Department of Energy; Institut Périmètre de physique théorique; Innovation, Science and Economic Development Canada","keywords":"Physics; Cosmology; Gravitational wave; Primordial black hole; Astrophysics; Cosmic microwave background; Cosmic background radiation; Astronomy; Universe; Binary black hole; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002568172,0.000540024,0.0005332535,0.0008530339,0.0003409059,0.001866787,0.000689149,0.0006662015,0.001508802],"category_scores_gemma":[0.01105974,0.0003266076,0.0004286665,0.0005814986,0.00118042,0.001717556,0.001434305,0.0008254345,0.0001242562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004558711,"about_ca_system_score_gemma":0.0003112671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440005,"about_ca_topic_score_gemma":0.0005918525,"domain_scores_codex":[0.9994649,0.0001764181,0.00002162508,0.0001589115,0.000118873,0.00005914149],"domain_scores_gemma":[0.9936501,0.003861471,0.001122856,0.0009260427,0.0002341188,0.0002054762],"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":[0.001095758,0.0001064304,0.1524695,0.0004249617,0.0006076139,0.001129166,0.0006113846,0.4699654,0.04185159,0.2506129,0.001204047,0.07992125],"study_design_scores_gemma":[0.00007060909,0.0001481983,0.08182271,0.00009949238,0.0001892176,0.0004165025,0.00009723225,0.7278395,0.01965231,0.1672011,0.002367857,0.0000952826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7614405,0.0009077312,0.2300402,0.0004262808,0.0000772003,0.00002168863,0.0003576552,0.0005693624,0.006159456],"genre_scores_gemma":[0.9915695,0.00009193774,0.008024943,0.00002070098,0.00002636704,0.000003339962,0.00008658483,0.00002791744,0.0001488411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002568172,"threshold_uncertainty_score":0.01358193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766152633046577,"score_gpt":0.3243524682871644,"score_spread":0.3066909419566987,"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."}}