{"id":"W1996221095","doi":"10.1103/physrevd.90.043528","title":"Thermal tachyacoustic cosmology","year":2014,"lang":"en","type":"article","venue":"Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"","keywords":"Physics; Cosmology; Cosmic microwave background; Hubble's law; Universe; Theoretical physics; Horizon; Astrophysics; Dark energy; Astronomy; 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":[0.0003397642,0.0002250264,0.0003086019,0.0002658209,0.0003873915,0.0007489877,0.0003059273,0.0004529974,0.003581732],"category_scores_gemma":[0.0004502761,0.0001156356,0.0002853636,0.0002314559,0.001431673,0.001681163,0.0006296956,0.0009646008,0.000407347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005094036,"about_ca_system_score_gemma":0.0003953782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006583507,"about_ca_topic_score_gemma":0.0005206915,"domain_scores_codex":[0.999916,0.00002478269,0.000003007167,0.00002241303,0.00001955347,0.00001434817],"domain_scores_gemma":[0.9998474,0.00004299034,0.00003121702,0.00003213834,0.00001879478,0.00002741949],"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":[0.00002462778,0.00001447594,0.0007854875,0.0001500128,0.00001879811,0.000161058,0.0001303069,0.001231701,0.003193249,0.9796429,0.0025747,0.01207267],"study_design_scores_gemma":[0.00004197238,0.0001339878,0.00566587,0.0001109245,0.0000287636,0.001292693,0.0001999738,0.006154821,0.001413566,0.9001157,0.08480677,0.00003496998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3282338,0.08639513,0.1078209,0.01351458,0.001301701,0.0001052814,0.0005604609,0.0004156362,0.4616525],"genre_scores_gemma":[0.9595639,0.01878752,0.006734079,0.001979913,0.0007178597,0.00006324601,0.0001528123,0.00005366437,0.01194704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003581732,"threshold_uncertainty_score":0.01198208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477966304984193,"score_gpt":0.3142345606125597,"score_spread":0.2994548975627178,"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."}}