{"id":"W7106028304","doi":"10.1088/1475-7516/2025/11/063","title":"The Atacama Cosmology Telescope: DR6 constraints on extended cosmological models","year":2025,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics; Canadian Institute for Theoretical Astrophysics; University of Toronto; McGill University; University of British Columbia","funders":"","keywords":"Cosmic microwave background; Neutrino; Cosmology; Dark energy; Cosmic background radiation; Baryon acoustic oscillations; Spectral index; South Pole Telescope; Cosmological constant; Supernova; Neutrino oscillation","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":[0.002517147,0.0006155135,0.0005237033,0.0008462765,0.0008030009,0.001429072,0.001124755,0.0005035177,0.006750339],"category_scores_gemma":[0.003773321,0.0003368719,0.0006427428,0.001044602,0.0005351505,0.00177307,0.001448307,0.0007861815,0.0009050308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007894739,"about_ca_system_score_gemma":0.0004887999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007745774,"about_ca_topic_score_gemma":0.008652293,"domain_scores_codex":[0.9994339,0.000183815,0.00003206909,0.0001262863,0.0001629303,0.00006093484],"domain_scores_gemma":[0.9963185,0.0008806858,0.0008345572,0.001015395,0.00044777,0.0005030876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001550243,0.0003669302,0.6365921,0.0003627643,0.0005845077,0.0009480477,0.001439005,0.1394207,0.01908142,0.1459266,0.01483237,0.03889524],"study_design_scores_gemma":[0.0003719764,0.0002413855,0.4928428,0.0001497853,0.0001468637,0.0005521722,0.0005594045,0.3497706,0.003934919,0.1171388,0.03412889,0.0001624543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507124,0.0003662537,0.01076694,0.001033236,0.00002800182,0.00002500202,0.005184022,0.000272641,0.03161151],"genre_scores_gemma":[0.9877438,0.0001536459,0.005540648,0.0001366245,0.0000562368,0.0000195832,0.004947765,0.00008070567,0.001320937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007745774,"threshold_uncertainty_score":0.02258217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131388203207209,"score_gpt":0.2774292993794321,"score_spread":0.2642904790587112,"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."}}