{"id":"W4400417335","doi":"10.1088/1475-7516/2024/07/016","title":"Limits on non-relativistic matter during Big-bang nucleosynthesis","year":2024,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Physics; Cosmic microwave background; Big Bang nucleosynthesis; Neutrino; Planck; Nucleosynthesis; Particle physics; Astrophysics; Cosmic background radiation; Cosmic ray; Standard Model (mathematical formulation); Nuclear physics; Supernova; 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":[0.0001377693,0.0001213379,0.0002063897,0.00006056347,0.0001220478,0.00004256249,0.00007186065,0.00003030988,0.00008575438],"category_scores_gemma":[0.000009570782,0.00009992341,0.00009759673,0.0001111374,0.0001404371,0.0001394224,0.00001915595,0.0002782536,0.0001185661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001018525,"about_ca_system_score_gemma":0.00003154123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001764566,"about_ca_topic_score_gemma":1.021338e-7,"domain_scores_codex":[0.9993011,0.00005607716,0.0002495564,0.0001241827,0.00008309782,0.0001859881],"domain_scores_gemma":[0.9993885,0.0002939355,0.000108181,0.00008714511,0.00005259092,0.00006969066],"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":[0.0005649229,0.0004331298,0.381038,0.00008112042,0.0007424905,0.000148587,0.001923253,0.0006094273,0.02409351,0.5165293,0.001227826,0.07260852],"study_design_scores_gemma":[0.0006315892,0.0003357455,0.198298,0.0001473575,0.0001675344,0.00005432578,0.0002600852,0.000158145,0.04269847,0.7568881,0.0001786949,0.0001819776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872292,0.0000804778,0.01122765,0.0006903277,0.0003273872,0.00003924136,0.000007911488,0.000008836503,0.0003889732],"genre_scores_gemma":[0.9988562,0.000001074247,0.0002787921,0.0000763797,0.0004914975,0.000002980097,0.000001090036,0.00001370734,0.0002782054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403588,"threshold_uncertainty_score":0.4074758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009203147741676817,"score_gpt":0.244612041869688,"score_spread":0.2354088941280112,"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."}}