{"id":"W2310798240","doi":"10.1088/1475-7516/2016/05/032","title":"Robust Inflation from fibrous strings","year":2016,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Perimeter Institute","funders":"Science and Technology Facilities Council","keywords":"Inflaton; Physics; Theoretical physics; Inflation (cosmology); Attractor; Compactification (mathematics); Superpotential; Spectral index; Statistical physics; Pure mathematics; Mathematical physics; Supersymmetry; Quantum mechanics; Mathematical analysis; 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":[0.0001153782,0.00008060678,0.0001640113,0.00002220471,0.000073253,0.00001247208,0.00006691499,0.00002670539,0.00008136727],"category_scores_gemma":[0.00001649581,0.00005533607,0.00005438468,0.00005335316,0.0001454127,0.000252707,0.00002552548,0.00009754302,0.00001393116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007191552,"about_ca_system_score_gemma":0.00002985436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009283835,"about_ca_topic_score_gemma":3.99285e-7,"domain_scores_codex":[0.9994218,0.0000528813,0.0002409758,0.0000834699,0.00006891905,0.0001319758],"domain_scores_gemma":[0.9992653,0.0002459824,0.0002455089,0.00007503743,0.0001056141,0.00006251904],"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":[0.00019532,0.00008174101,0.6802828,0.000001413009,0.0001145833,0.000004994597,0.0002519664,0.0001047142,0.01969815,0.214336,0.0002393503,0.08468891],"study_design_scores_gemma":[0.001046197,0.0001772075,0.1142553,0.00001988446,0.00004620621,0.000006370076,0.0001186477,0.00001412482,0.02789234,0.8561513,0.0001968895,0.00007553768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8687763,0.00003669912,0.1304415,0.0005478993,0.0001131465,0.00002425602,0.00001318764,0.000004678759,0.0000423176],"genre_scores_gemma":[0.99744,0.000001262317,0.002098389,0.00004039317,0.0003590956,0.000001257868,0.000001969006,0.000005433746,0.000052161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6418153,"threshold_uncertainty_score":0.2256539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136267003895442,"score_gpt":0.22918106139869,"score_spread":0.2155543610091458,"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."}}