{"id":"W2010335302","doi":"10.1088/0264-9381/28/16/160301","title":"Inhomogeneous cosmological models and averaging in cosmology: overview","year":2011,"lang":"en","type":"article","venue":"Classical and Quantum Gravity","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Physics; Cosmology; Theoretical physics; Quantum cosmology; Cosmological model; Perturbation (astronomy); Perturbation theory (quantum mechanics); Focus (optics); Universe; Loop quantum cosmology; Cosmological perturbation theory; Quantum; Classical mechanics; Quantum gravity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001999508,0.000149667,0.0002737758,0.00004734076,0.0001223773,0.00001594353,0.00007198002,0.0000860736,0.00006028531],"category_scores_gemma":[0.00001138139,0.0001232423,0.00004296323,0.00009219876,0.0004342731,0.00009564772,0.0001039372,0.000246748,0.000007573223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006921936,"about_ca_system_score_gemma":0.00001782079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001416622,"about_ca_topic_score_gemma":0.00001404075,"domain_scores_codex":[0.9990709,0.000140873,0.0001965432,0.0002959581,0.00005499049,0.0002407799],"domain_scores_gemma":[0.9995694,0.0001374873,0.00005055487,0.0001128545,0.00002333276,0.0001064046],"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":[0.00005688491,0.0001212582,0.1694154,0.000008628246,0.00001300558,0.00001993691,0.0004388102,9.264871e-7,0.00003044314,0.8215659,0.00004924588,0.008279536],"study_design_scores_gemma":[0.00036651,0.00008256794,0.1455374,0.00001193002,0.00001369083,0.00001396939,0.0001290774,0.0004376729,0.00006697931,0.8529808,0.0002229131,0.0001364689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955366,0.0004677773,0.002573505,0.0003359758,0.00008168731,0.0001083234,0.00001853153,0.00002094892,0.000856665],"genre_scores_gemma":[0.9992601,0.00001577154,0.000339394,0.0002073928,0.00003184416,0.00001963517,0.00001188406,0.000006471364,0.0001075285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03141492,"threshold_uncertainty_score":0.5025674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.056550409439356,"score_gpt":0.2714836291975503,"score_spread":0.2149332197581943,"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."}}