{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211122,0.00005449224,0.0001434573,0.00001160149,0.0002100813,0.000004831173,0.0001677921,0.00001171611,0.00005450651],"category_scores_gemma":[0.00002802071,0.00003174079,0.00008061766,0.0001278169,0.0002561591,0.00006428955,0.00007363264,0.0001949313,4.158209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006102999,"about_ca_system_score_gemma":0.00008959958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004240301,"about_ca_topic_score_gemma":0.000002192528,"domain_scores_codex":[0.9992859,0.0001951713,0.0002850911,0.00005369305,0.0001068999,0.00007322791],"domain_scores_gemma":[0.9988623,0.0003902049,0.0004893626,0.0001299752,0.0001089661,0.00001917412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003736514,0.0002173312,0.7428863,0.000002307772,0.000134333,3.998131e-7,0.002200917,0.0009995648,0.008758363,0.2379468,0.0003845665,0.006095463],"study_design_scores_gemma":[0.0006285104,0.0002176587,0.3823171,0.000006076063,0.0001105731,0.000003687522,0.0016283,0.00007418055,0.01284064,0.6017278,0.0004022401,0.0000431959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928552,0.00007424163,0.005655714,0.001130736,0.0001423403,0.00006637261,0.00005419471,0.000001185434,0.00002003072],"genre_scores_gemma":[0.9994829,8.11182e-7,0.000304936,0.00005962871,0.0001089792,0.000005465676,0.000002805622,0.000003427947,0.00003105764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.363781,"threshold_uncertainty_score":0.1615797,"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."}}