{"id":"W4401076220","doi":"10.1088/1475-7516/2024/07/077","title":"Smoothing and flattening the universe through slow contraction versus inflation","year":2024,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"U.S. Department of Energy; National Science Foundation","keywords":"Physics; Smoothing; Cosmological perturbation theory; Theoretical physics; Spacetime; General relativity; Cosmology; Classical mechanics; Mathematical physics; Inflation (cosmology); Astrophysics; Quantum mechanics; Mathematics","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":[0.0001911073,0.00006820432,0.0001061304,0.00001776137,0.000171885,0.00004766648,0.00003644774,0.00002261237,0.00001117131],"category_scores_gemma":[0.00001170197,0.00004943471,0.00004039721,0.00007643377,0.0001706497,0.0004214243,0.00002421554,0.0002383215,0.000003130232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007338768,"about_ca_system_score_gemma":0.00003020674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007804255,"about_ca_topic_score_gemma":4.641597e-7,"domain_scores_codex":[0.9995531,0.00006274811,0.0001567511,0.00007139106,0.00005581804,0.0001002061],"domain_scores_gemma":[0.9993795,0.0003848132,0.0001054137,0.00004525056,0.00005809828,0.00002690212],"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":[0.0002950816,0.00002519128,0.01935655,0.000006877738,0.000194451,0.0000116993,0.002259852,0.0003388895,0.003143933,0.9074262,0.000176835,0.06676447],"study_design_scores_gemma":[0.001074678,0.0002487499,0.01356343,0.00003548597,0.0001922997,0.00003933534,0.002469558,0.0009853148,0.003680224,0.976074,0.001547881,0.00008902128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453148,0.0002696884,0.05261541,0.001221207,0.0003924127,0.00003539119,0.000002278998,0.000007202839,0.0001415877],"genre_scores_gemma":[0.9990426,0.000005206361,0.0005696618,0.00003990052,0.0003049177,0.00000101361,0.000001382316,0.00000475226,0.00003053376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06864787,"threshold_uncertainty_score":0.2015889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412336088791429,"score_gpt":0.2734119565197536,"score_spread":0.2592885956318393,"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."}}