{"id":"W2297836247","doi":"10.1007/s10701-016-0057-0","title":"Bouncing Cosmologies: Progress and Problems","year":2017,"lang":"en","type":"article","venue":"Foundations of Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":365,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Agence Nationale de la Recherche","keywords":"Focus (optics); Inflation (cosmology); Cosmology; Implementation; Cosmological model; Acceleration","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":[0.00007970909,0.00006098196,0.00009593348,0.00001247649,0.0005133799,0.00008162486,0.0001300622,0.00001507326,0.00002537378],"category_scores_gemma":[0.00001956398,0.00005866013,0.00002869598,0.00002532966,0.0004717229,0.0002462526,0.00006661304,0.00005195176,0.000008690283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003940542,"about_ca_system_score_gemma":0.00003581462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005176844,"about_ca_topic_score_gemma":0.000002923654,"domain_scores_codex":[0.9996539,0.00001333922,0.0001005044,0.00009818395,0.00005103216,0.00008306712],"domain_scores_gemma":[0.9993907,0.00005112571,0.0001771609,0.0002629091,0.0001007544,0.00001730498],"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":[0.000002635832,0.00004072232,0.186214,0.00001138547,0.00003263183,6.241977e-8,0.0004748063,0.000008142745,0.00008285158,0.7797751,0.00007987081,0.03327771],"study_design_scores_gemma":[0.000190098,0.00002730893,0.04817073,0.00001634357,0.00001868341,1.844733e-7,0.0001966473,0.00002768736,0.001464782,0.9487253,0.001094089,0.0000681083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956486,0.00006300533,0.03455129,0.0008545281,0.0002635672,0.0002895308,0.00006833058,0.00003329451,0.007390451],"genre_scores_gemma":[0.9974527,5.469124e-7,0.002094683,0.000005875261,0.00008318957,0.00002524408,0.00003211596,0.000004779732,0.0003008433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1689502,"threshold_uncertainty_score":0.3948556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672406168285755,"score_gpt":0.3072247067542754,"score_spread":0.2805006450714179,"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."}}