{"id":"W4322766361","doi":"10.1016/j.dark.2023.101198","title":"EvoEMD: Cosmic evolution with an early matter-dominated era","year":2023,"lang":"en","type":"article","venue":"Physics of the Dark Universe","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy","keywords":"Physics; Dark matter; Physical cosmology; Universe; Cosmology; COSMIC cancer database; Metric expansion of space; Cosmic ray; Astrophysics; Particle physics; Dark energy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00005449467,0.00008448253,0.00009933185,0.00003527649,0.0001400167,0.000009252764,0.0001868093,0.00001509946,0.00004366784],"category_scores_gemma":[0.000001312876,0.00006480188,0.0000539963,0.0003767005,0.0001663782,0.0001983774,0.0000643642,0.00009728479,0.0001077303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001481975,"about_ca_system_score_gemma":0.00004256509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002136438,"about_ca_topic_score_gemma":0.000003535203,"domain_scores_codex":[0.9995347,0.00006764571,0.00007281578,0.0001163297,0.00008489247,0.000123606],"domain_scores_gemma":[0.9994957,0.0000412758,0.00009436886,0.0002661274,0.00007665163,0.00002584868],"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":[0.0002611233,0.000152044,0.2100608,0.00001248934,0.0001442549,0.000001701646,0.00159986,0.0009107422,0.003421754,0.778638,0.002604243,0.002192913],"study_design_scores_gemma":[0.0006411338,0.00007967645,0.1599039,0.00002255464,0.00006086718,2.56696e-7,0.00170937,0.0001221877,0.002832527,0.8344216,0.00008080657,0.0001251138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948429,0.00000126588,0.002070182,0.0001593853,0.00008491104,0.000105729,0.00009402892,0.00002638406,0.002615256],"genre_scores_gemma":[0.9984915,7.820142e-8,0.0001154671,0.00001638597,0.00003833211,0.000003282336,0.00005881535,0.00001017914,0.001265941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0557836,"threshold_uncertainty_score":0.2642544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006045225475519854,"score_gpt":0.2179075839269958,"score_spread":0.2118623584514759,"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."}}