{"id":"W6967144395","doi":"10.48550/arxiv.1504.00867","title":"Can Back-Reaction Prevent Eternal Inflation?","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Inflation (cosmology); Ekpyrotic universe; Inflaton; Scalar (mathematics); Stochastic process","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":[0.001481496,0.0005572599,0.0006228336,0.0003425788,0.0009830728,0.001967892,0.0007166793,0.00186349,0.007203535],"category_scores_gemma":[0.009255884,0.0003211792,0.0007011079,0.000203913,0.002079683,0.003841423,0.002286669,0.001641909,0.001044849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005610545,"about_ca_system_score_gemma":0.0005808488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192622,"about_ca_topic_score_gemma":0.0005461622,"domain_scores_codex":[0.9995483,0.0001163095,0.00001974348,0.00006503997,0.00006600412,0.0001845345],"domain_scores_gemma":[0.9975125,0.001007139,0.0005961581,0.0004046555,0.0002052877,0.0002744285],"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":[0.0002468013,0.00008226877,0.003345336,0.0001479847,0.00005895082,0.0008117504,0.0003272967,0.01413986,0.005460585,0.9624536,0.002066956,0.01085865],"study_design_scores_gemma":[0.0001680482,0.0002132919,0.002954407,0.00005628097,0.0000899117,0.00055928,0.0003567121,0.1013951,0.006671709,0.8808224,0.006659158,0.00005385688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7674937,0.003055759,0.08712219,0.01049825,0.00106705,0.00005184041,0.0001508751,0.0007925435,0.1297677],"genre_scores_gemma":[0.9943225,0.0003414912,0.001215264,0.0003255246,0.0001083329,0.000009685098,0.00001541283,0.00006463913,0.003597099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007203535,"threshold_uncertainty_score":0.02409828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04367470138402618,"score_gpt":0.20351479802326,"score_spread":0.1598400966392338,"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."}}