{"id":"W4306177122","doi":"10.1088/1475-7516/2022/10/045","title":"Observational constraints on anisotropies for bouncing alternatives to inflation","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Physics; Cosmic microwave background; Inflation (cosmology); Anisotropy; Quadrupole; Instability; Cosmological perturbation theory; Scaling; Universe; Parameter space; Scale invariance; Scalar (mathematics); Cosmic background radiation; Classical mechanics; Theoretical physics; 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":[0.001409717,0.0004829119,0.0005904349,0.001071723,0.0004994191,0.001621189,0.0004624982,0.0005505597,0.002475815],"category_scores_gemma":[0.00750674,0.0003262942,0.0004441559,0.0006250491,0.001016759,0.001325642,0.0007645179,0.0006562296,0.0001223689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005423116,"about_ca_system_score_gemma":0.0002102099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905818,"about_ca_topic_score_gemma":0.001988948,"domain_scores_codex":[0.9995976,0.00009088775,0.00003508556,0.00008762221,0.00008947243,0.00009934126],"domain_scores_gemma":[0.9945403,0.002870773,0.001377901,0.0004581726,0.0002850847,0.0004677563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002712589,0.0002452504,0.5078822,0.0004272436,0.0004810501,0.002152608,0.0006803137,0.1692016,0.06079155,0.2336315,0.0008482643,0.02094581],"study_design_scores_gemma":[0.0002213962,0.0003132798,0.4822795,0.00007696212,0.0002838945,0.0006145944,0.0006653902,0.393328,0.01367288,0.1068787,0.001455546,0.0002098616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945695,0.0001194353,0.002003506,0.00005759706,0.000005012455,0.000004069785,0.0001005936,0.00003083701,0.003109439],"genre_scores_gemma":[0.9997697,0.0000161469,0.0001393879,0.000002490882,0.000002471583,0.000001008937,0.00003649701,0.000004324306,0.00002792713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002475815,"threshold_uncertainty_score":0.008282483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320033183116872,"score_gpt":0.3013413591505021,"score_spread":0.2681410273193334,"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."}}