{"id":"W2015955705","doi":"10.1088/1475-7516/2014/11/045","title":"Inflating with large effective fields","year":2014,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Perimeter Institute","funders":"Science and Technology Facilities Council","keywords":"Naturalness; Homogeneous space; Inflation (cosmology); Cosmological perturbation theory; Scalar field; Perturbation (astronomy); Scalar (mathematics); Einstein; Planck; CMB cold spot","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":[0.0002444861,0.00007662627,0.0001744418,0.00001864744,0.0001092372,0.0000123538,0.0000497447,0.00002182743,0.00001706973],"category_scores_gemma":[0.00001695379,0.0000573422,0.00003848632,0.00006290201,0.0001019743,0.0001268394,0.00002006035,0.000192286,0.000003584748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002935645,"about_ca_system_score_gemma":0.00001629201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002304075,"about_ca_topic_score_gemma":6.81437e-7,"domain_scores_codex":[0.9994817,0.0000878745,0.0001580495,0.00006805881,0.00005773269,0.0001466146],"domain_scores_gemma":[0.999342,0.0002521552,0.0001894993,0.00006195995,0.0001021872,0.00005215874],"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":[0.0001454276,0.00007972876,0.5394591,0.000003859173,0.00008529794,0.000002587722,0.0004505446,0.0001965561,0.0004620231,0.4307029,0.00004765573,0.02836431],"study_design_scores_gemma":[0.001757238,0.001009148,0.1085124,0.00002248799,0.00007747555,0.00002564383,0.0003646998,0.0002277602,0.01030465,0.877281,0.0003086712,0.0001089084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7837623,0.00001282373,0.2157934,0.0001593649,0.00005032408,0.00003358938,0.000001438578,0.000003277348,0.0001834657],"genre_scores_gemma":[0.9979414,1.375935e-7,0.001677781,0.00009982458,0.0002526146,0.00000290647,0.000001005832,0.000004923272,0.00001944038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465781,"threshold_uncertainty_score":0.2338347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003182831930871018,"score_gpt":0.2286856485119618,"score_spread":0.2255028165810908,"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."}}