{"id":"W2532431995","doi":"10.1088/1475-7516/2017/03/050","title":"Prospects for cosmological collider physics","year":2017,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Toronto","funders":"","keywords":"Physics; Bispectrum; Non-Gaussianity; Inflation (cosmology); Observable; Physics beyond the Standard Model; Universe; Particle physics; Collider; Cosmology; Extra dimensions; Limit (mathematics); Dark matter; Theoretical physics; Astrophysics; Spectral density; Quantum mechanics; Cosmic microwave background; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002665714,0.0001321674,0.0003236047,0.00001382413,0.000550359,0.0000728041,0.0002079802,0.00004359598,0.00001655695],"category_scores_gemma":[0.00006494133,0.0001093486,0.0001319581,0.00003083399,0.0004702918,0.0002799923,0.00006141199,0.0001936002,0.000005036433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007948694,"about_ca_system_score_gemma":0.00005909441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003399097,"about_ca_topic_score_gemma":3.127888e-7,"domain_scores_codex":[0.9992074,0.00004245451,0.0002877022,0.0001349604,0.00008570347,0.0002417412],"domain_scores_gemma":[0.9986773,0.0002111854,0.0005658602,0.0001977822,0.0002538114,0.0000941082],"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":[0.0002574485,0.0001974006,0.3069438,0.000006785685,0.0001204875,0.000006511549,0.0001399635,0.00004421716,0.001335684,0.6745398,0.0005066476,0.01590128],"study_design_scores_gemma":[0.001558897,0.0004799048,0.05891382,0.00001150618,0.0000851588,0.0000172233,0.00011488,0.00006669507,0.014073,0.9241916,0.0003763614,0.0001109553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821393,0.00004373184,0.1164259,0.0008029658,0.0002813662,0.0001403291,0.00002055457,0.000005811931,0.000140003],"genre_scores_gemma":[0.9937261,0.000001083426,0.005316552,0.00009442928,0.0007184566,0.00001364015,0.000003113417,0.00000983367,0.0001167548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496518,"threshold_uncertainty_score":0.4459108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332604303042909,"score_gpt":0.3044010439083269,"score_spread":0.2810750008778978,"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."}}