{"id":"W2339071331","doi":"10.1088/1475-7516/2016/11/009","title":"Magnon inflation: slow roll with steep potentials","year":2016,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Perimeter Institute","funders":"","keywords":"Physics; Inflation (cosmology); Slow roll; Scalar field; Theoretical physics; Scalar (mathematics); Field (mathematics); Effective field theory; Cosmology; Quantum electrodynamics; Classical mechanics; Inflaton; Quantum mechanics; Geometry","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":[0.0003999561,0.0004621148,0.0004456904,0.0006202449,0.000705528,0.001404426,0.0005310313,0.0007836015,0.002127208],"category_scores_gemma":[0.00180626,0.0002389786,0.0005219422,0.000192739,0.00126471,0.001734783,0.001509669,0.001080592,0.0003248754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000685412,"about_ca_system_score_gemma":0.0003323894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007222467,"about_ca_topic_score_gemma":0.0007504952,"domain_scores_codex":[0.9997988,0.00005888032,0.000007654235,0.0000189703,0.00005501665,0.00006059079],"domain_scores_gemma":[0.9996092,0.00008579792,0.00008719052,0.00007910755,0.00004102794,0.00009773007],"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":[0.00004706418,0.00002836668,0.0008694357,0.00002691395,0.00001374032,0.0003541922,0.0001690168,0.005841562,0.004722298,0.9843232,0.00066322,0.002940842],"study_design_scores_gemma":[0.00005205964,0.00006350414,0.002260482,0.00001630215,0.00001611862,0.0004751908,0.0001066055,0.1146373,0.002360175,0.877832,0.002149384,0.00003086644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8035823,0.0006767031,0.07318503,0.002254195,0.0002339647,0.00004980099,0.00006165451,0.0007481111,0.1192084],"genre_scores_gemma":[0.9907951,0.0001085813,0.00468696,0.0001653223,0.0000703853,0.0000210589,0.00002295862,0.0000720442,0.004057623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002127208,"threshold_uncertainty_score":0.007116199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006109018047601864,"score_gpt":0.2246432959363754,"score_spread":0.2185342778887736,"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."}}