{"id":"W3208208285","doi":"10.1088/1475-7516/2022/02/031","title":"Amplification of primordial perturbations from the rise or fall of the inflaton","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"University of Chicago","keywords":"Inflaton; Cosmic microwave background; Physics; Primordial black hole; LIGO; Astrophysics; Spectral density; Inflation (cosmology); Perturbation (astronomy); Primordial fluctuations; Coupling (piping); Context (archaeology); Curvature; Gravitational wave; Theoretical physics; Particle physics; Quantum mechanics; Geometry; Anisotropy","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":[0.0001873792,0.0002790843,0.0001826699,0.0002248777,0.0002114692,0.0005337389,0.0002845738,0.0003130339,0.003651251],"category_scores_gemma":[0.0008982675,0.0002183603,0.0001922317,0.0001182881,0.0005315765,0.000608836,0.0006978129,0.0004114296,0.0003212331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367267,"about_ca_system_score_gemma":0.0001470875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000319647,"about_ca_topic_score_gemma":0.000222321,"domain_scores_codex":[0.9998994,0.00002397313,0.000003381086,0.00002114296,0.00003231205,0.00001987042],"domain_scores_gemma":[0.9996762,0.00008149474,0.00009774969,0.00005341672,0.00003836254,0.0000527648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004045783,0.0001735721,0.01949707,0.0002340092,0.0001326298,0.003211336,0.0004774368,0.04454793,0.5495768,0.3403898,0.003693183,0.03766166],"study_design_scores_gemma":[0.0001276096,0.0003254474,0.09196056,0.0000496979,0.00008628138,0.002649161,0.0003813785,0.5736589,0.1254106,0.1922184,0.01302778,0.0001040944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309495,0.0003217332,0.03035978,0.0005691189,0.00007634067,0.00001700116,0.00005304915,0.0004209376,0.03723259],"genre_scores_gemma":[0.9970202,0.00004946775,0.0009565501,0.00002503329,0.0000123205,0.000002045653,0.000007377012,0.00001656504,0.001910514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003651251,"threshold_uncertainty_score":0.01221466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323400255313257,"score_gpt":0.2477466129077511,"score_spread":0.2345126103546185,"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."}}