{"id":"W3037277932","doi":"10.1103/physrevd.91.065006","title":"Polymer inflation","year":2015,"lang":"en","type":"article","venue":"Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slow roll; Physics; De Sitter universe; Inflationary epoch; Scalar field; Inflation (cosmology); Theoretical physics; Mathematical physics; Classical mechanics; Quantization (signal processing); Quantum; Cosmology; Universe; Inflaton; Metric expansion of space; Dark energy; Quantum mechanics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002554357,0.0004323909,0.0005011538,0.000414137,0.0008402786,0.0009118854,0.0006305468,0.0008966009,0.003581425],"category_scores_gemma":[0.0008001415,0.0002133055,0.0007534627,0.0003214727,0.001038637,0.001511588,0.001073344,0.0008412099,0.0004859568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007008607,"about_ca_system_score_gemma":0.0005008414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795808,"about_ca_topic_score_gemma":0.0009876954,"domain_scores_codex":[0.9998809,0.00003755636,0.000004560055,0.0000225597,0.00003021961,0.00002412886],"domain_scores_gemma":[0.9998485,0.00004136712,0.00002964328,0.00002605118,0.00002339713,0.00003103293],"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":[0.000036632,0.00003893878,0.0007574277,0.00007787945,0.00002045253,0.0002510445,0.0001034157,0.03112304,0.001264444,0.9594671,0.00190054,0.004959153],"study_design_scores_gemma":[0.00006091037,0.0001028581,0.001615302,0.00004401231,0.00002765221,0.0004798489,0.00008948063,0.1887027,0.0008458173,0.7969146,0.01108313,0.00003363816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5039647,0.01420291,0.1999709,0.006355477,0.001162929,0.0001828973,0.0004916289,0.0005811216,0.2730875],"genre_scores_gemma":[0.9682593,0.003064672,0.01341385,0.0005187585,0.0002717524,0.00007475536,0.0001443269,0.00006719137,0.01418545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003581425,"threshold_uncertainty_score":0.01198107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02113441394320444,"score_gpt":0.3279320413009646,"score_spread":0.3067976273577602,"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."}}