{"id":"W4386457195","doi":"10.3390/sym15091701","title":"Recent Advances in Inflation","year":2023,"lang":"en","type":"article","venue":"Symmetry","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Ministerio de Ciencia e Innovación; Government of Canada","keywords":"Physics; Theoretical physics; Inflation (cosmology); String theory; Scalar field; Context (archaeology); Scalar (mathematics); Axion; Gravitation; Effective field theory; Inflationary epoch; Cosmology; Dark matter; Dark energy; Mathematical physics; Classical mechanics; Particle physics; Metric expansion of space; Astrophysics; Mathematics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000906132,0.00003038422,0.00004094126,0.00007277985,0.00002766295,0.000004563146,0.00002767364,0.00001204478,0.0001485848],"category_scores_gemma":[0.00001048804,0.00002968206,0.00001198446,0.0003619507,0.00001475307,0.00008621781,0.00001096091,0.00004542663,0.0002441544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004278542,"about_ca_system_score_gemma":0.000008162381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003633662,"about_ca_topic_score_gemma":0.000004006739,"domain_scores_codex":[0.9997475,0.00001921165,0.00006607351,0.00006148611,0.00003150043,0.0000741872],"domain_scores_gemma":[0.9998545,0.00005585198,0.0000184824,0.00004866287,0.00001230137,0.00001021105],"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":[0.000003957643,0.000006490279,0.3931572,0.000001428002,0.000002161037,3.846288e-7,0.000124709,0.00002626378,0.00001410805,0.3308619,0.0002603244,0.275541],"study_design_scores_gemma":[0.000119871,0.000005533273,0.1941352,0.000003779353,0.000001106866,3.984954e-8,0.0003946975,0.00001478974,0.0002947564,0.7400317,0.06496004,0.00003848077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604049,0.0007581852,0.0007073949,0.0008308964,0.0004540402,0.00009611292,0.00001211306,0.00006544113,0.03667086],"genre_scores_gemma":[0.9992537,0.00002941163,0.00006213741,0.00002943386,0.00005800295,0.000009976092,0.00004733659,0.000002673966,0.0005073212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4091698,"threshold_uncertainty_score":0.3138193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008298375286790867,"score_gpt":0.281921470217449,"score_spread":0.2736230949306581,"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."}}