{"id":"W2790131860","doi":"10.1142/s0218271818500840","title":"Observational constraints on Gauss–Bonnet cosmology","year":2018,"lang":"en","type":"article","venue":"International Journal of Modern Physics D","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cosmic microwave background; Planck; Cosmology; Curvature; Dark energy; Spectral density; Matter power spectrum; Cosmic background radiation; Observational cosmology","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":[0.0001642566,0.0001055198,0.0001493673,0.00006689181,0.00006573976,0.00003183556,0.0003167448,0.00003199823,0.0006351523],"category_scores_gemma":[0.00002548316,0.00009649726,0.0001163322,0.00005118606,0.0003196658,0.0001746306,0.00003399588,0.0001844474,0.00009069651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832442,"about_ca_system_score_gemma":0.0001166007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003804691,"about_ca_topic_score_gemma":5.994248e-7,"domain_scores_codex":[0.9991141,0.00005078929,0.0003054503,0.0001079401,0.0003034952,0.0001182346],"domain_scores_gemma":[0.9984456,0.0001880925,0.0003389375,0.00008791545,0.0008894055,0.00005006693],"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":[0.0001899698,0.0002100371,0.02861307,7.23291e-7,0.0003395818,0.000009593805,0.000425543,0.0001521877,0.0009033686,0.8825538,0.002320527,0.08428163],"study_design_scores_gemma":[0.0007153066,0.0001688539,0.012915,0.00002236337,0.0000161494,0.00001933815,0.00005374551,0.0001327701,0.003939515,0.9804887,0.00143669,0.00009160325],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7080063,0.00002014543,0.2742802,0.002562855,0.002833484,0.00007344858,0.000144597,0.00001272844,0.01206622],"genre_scores_gemma":[0.9951172,4.537808e-7,0.001364262,0.0006990856,0.002555436,0.000002108746,0.00003778789,0.000009212421,0.0002144768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2871108,"threshold_uncertainty_score":0.6954472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385110073336561,"score_gpt":0.3129829758717121,"score_spread":0.2791318751383465,"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."}}