{"id":"W2963529448","doi":"10.22323/1.052.0018","title":"Character and detectability of the dark ages and the epoch of reionization: the view from the simulations","year":2008,"lang":"en","type":"article","venue":"Proceedings of From Planets to Dark Energy: the Modern Radio Universe — PoS(MRU)","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"National Aeronautics and Space Administration","keywords":"Reionization; Dark Ages; Epoch (astronomy); Character (mathematics); Physics; Cosmology; Astronomy; Astrophysics; Stars; Galaxy; Redshift; Mathematics","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":[0.0008993705,0.0003756407,0.0007288689,0.0003957387,0.000368003,0.0007835007,0.0008143127,0.0008834157,0.001649307],"category_scores_gemma":[0.006541105,0.0003506395,0.0005562723,0.0003200117,0.0008041058,0.0009619055,0.0004825633,0.0006074634,0.0001460736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005750322,"about_ca_system_score_gemma":0.0006823214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346791,"about_ca_topic_score_gemma":0.005037915,"domain_scores_codex":[0.9998596,0.00006210204,0.000005900332,0.00002160851,0.00002124945,0.00002956041],"domain_scores_gemma":[0.9972566,0.001945728,0.0002862941,0.0001559608,0.000196037,0.0001594692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006356731,0.00001853207,0.006430913,0.0000367124,0.00002722511,0.00003313945,0.00003735066,0.9858257,0.0005698628,0.005312065,0.0002609779,0.001383945],"study_design_scores_gemma":[0.00001906141,0.000008956384,0.001252813,0.000007901298,0.00000902521,0.000007788591,0.00001280461,0.996115,0.0002333315,0.002115032,0.0002124986,0.000005916535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906578,0.0006975034,0.07687411,0.001353515,0.00006869808,0.00006049087,0.001022438,0.0002379164,0.01310739],"genre_scores_gemma":[0.9909945,0.0002504937,0.007256038,0.00008987765,0.00002836072,0.0000667147,0.0002973532,0.00006846464,0.0009482816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346791,"threshold_uncertainty_score":0.02677906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020831291005869,"score_gpt":0.1906255519253107,"score_spread":0.180417239015252,"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."}}