{"id":"W2183259648","doi":"10.1007/jhep01(2016)153","title":"Open EFTs, IR effects &amp; late-time resummations: systematic corrections in stochastic inflation","year":2016,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Perimeter Institute","funders":"Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Science and Technology Facilities Council; CERN; Aspen Center for Physics","keywords":"Inflation (cosmology); Cosmic microwave background; Cosmology; Simple (philosophy); Noise (video); Distortion (music); Field (mathematics); Inference; Spectral density","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":[0.00144684,0.0009088719,0.0006155472,0.001601952,0.0009319565,0.001483254,0.001542738,0.0007566992,0.005002465],"category_scores_gemma":[0.009909042,0.0003531535,0.001101322,0.0009733003,0.002242972,0.002595721,0.001406702,0.002018092,0.0004766283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089248,"about_ca_system_score_gemma":0.0004502986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452718,"about_ca_topic_score_gemma":0.001165359,"domain_scores_codex":[0.9994161,0.0001877748,0.00003008413,0.00007146558,0.0002187203,0.00007581997],"domain_scores_gemma":[0.9971,0.001162988,0.0005595227,0.0007709176,0.0002265011,0.000180048],"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":[0.00007375489,0.00008303256,0.003383834,0.0001703165,0.00005688612,0.0005266631,0.000436108,0.05341137,0.00455163,0.9142874,0.002267597,0.02075144],"study_design_scores_gemma":[0.00001808865,0.00002695815,0.003079175,0.00004652165,0.00002022092,0.0002820661,0.00004144159,0.2739072,0.001863492,0.7183379,0.002338263,0.00003853119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3474455,0.004425979,0.5360596,0.003343505,0.001124864,0.00006858097,0.00027216,0.004785161,0.1024747],"genre_scores_gemma":[0.9644144,0.0008848524,0.01997057,0.0004245969,0.0003857561,0.00004376965,0.0001046109,0.001002725,0.01276873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005002465,"threshold_uncertainty_score":0.0167349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007972925189531717,"score_gpt":0.2462751245121556,"score_spread":0.2383021993226239,"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."}}