{"id":"W2787727992","doi":"10.1088/1361-6382/aaad80","title":"Dynamical analysis on <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"> <mml:mstyle> <mml:mi>f</mml:mi> <mml:mo>(</mml:mo> <mml:mi>R</mml:mi> <mml:mo>,</mml:mo> <mml:mrow> <mml:mi>G</mml:mi> </mml:mrow> <mml:mo>)</mml:mo> </mml:mstyle> </mml:math> cosmology","year":2018,"lang":"en","type":"article","venue":"Classical and Quantum Gravity","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Physics; Attractor; Cosmology; Phase space; Formalism (music); Epoch (astronomy); Ordinary differential equation; Dynamical systems theory; Class (philosophy); Cosmological model; Mathematical physics; Differential equation; Gravitation; Theoretical physics; Dynamical system (definition); Classical mechanics; Mathematical analysis; Astrophysics; Quantum mechanics","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":[0.000289194,0.0002788765,0.0002556686,0.0006734267,0.0007159751,0.00135615,0.0004009102,0.0004091591,0.01470671],"category_scores_gemma":[0.001467209,0.0001990195,0.0005515153,0.0002541457,0.0005402458,0.0007391777,0.0006329528,0.000640697,0.0008804745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147631,"about_ca_system_score_gemma":0.0004985725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105691,"about_ca_topic_score_gemma":0.005889022,"domain_scores_codex":[0.9998797,0.00004101427,0.000003970415,0.00002776576,0.00002886526,0.0000187588],"domain_scores_gemma":[0.9996994,0.0001151868,0.0000459785,0.00002481968,0.00006001745,0.00005464057],"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":[0.00005012916,0.00003275949,0.004769374,0.00005287338,0.00005131041,0.0003809604,0.0003357543,0.08881786,0.005174752,0.8789482,0.01077432,0.01061155],"study_design_scores_gemma":[0.00002674149,0.00002253747,0.004843033,0.00002389812,0.0000180705,0.0001080135,0.0001166878,0.75255,0.001212849,0.2271549,0.01389012,0.00003309762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4473658,0.000848651,0.3584349,0.005759374,0.000260695,0.0001450927,0.001796256,0.0007815628,0.1846076],"genre_scores_gemma":[0.9435158,0.0003613579,0.0222847,0.0002529203,0.00009072748,0.0001089567,0.0007935918,0.0003019523,0.03229003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470671,"threshold_uncertainty_score":0.04919881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138331685392565,"score_gpt":0.249189057701993,"score_spread":0.2353558891627365,"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."}}