{"id":"W4286790083","doi":"10.1093/mnras/stac1994","title":"Observing the reionization: effect of calibration and position errors on realistic observation conditions","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Science and Engineering Research Board; Department of Science and Technology, Government of Kerala; Indian Institute of Technology Indore; Council for Scientific and Industrial Research, South Africa","keywords":"Reionization; Physics; Redshift; Intensity mapping; Astrophysics; Spectral density; Cosmology; Offset (computer science); HERA; COSMIC cancer database; Calibration; Galaxy; Computer science","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":[0.001716077,0.0003444876,0.0002963518,0.0002437436,0.0002581252,0.0005987387,0.0006130008,0.0006744868,0.0009598648],"category_scores_gemma":[0.009980903,0.0002779626,0.0002888195,0.0003740929,0.0003892942,0.0007879891,0.0005665551,0.0004545013,0.0001424779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102652,"about_ca_system_score_gemma":0.0003565921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004703162,"about_ca_topic_score_gemma":0.002917421,"domain_scores_codex":[0.9992723,0.0002579044,0.00004624006,0.0001694762,0.0001513909,0.0001026722],"domain_scores_gemma":[0.99226,0.005214321,0.0008242477,0.000998536,0.0005502761,0.0001526672],"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":[0.0007089879,0.0001355855,0.04390887,0.00009652319,0.0001122786,0.0001777502,0.0000787146,0.9259947,0.01613662,0.0007013454,0.0002620621,0.01168655],"study_design_scores_gemma":[0.00006713015,0.0005516078,0.06843745,0.00003067969,0.00008266408,0.0001638664,0.00008789949,0.9019535,0.02697705,0.0009307712,0.000658806,0.0000586826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978942,0.0001279259,0.01924168,0.0001056404,0.00001162437,0.00002448629,0.0003422122,0.0002641822,0.0009402409],"genre_scores_gemma":[0.9961789,0.0000301635,0.003359827,0.00001561929,0.000001915619,0.000008977278,0.0002364218,0.00002590403,0.0001423472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004703162,"threshold_uncertainty_score":0.009351552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007907732903022829,"score_gpt":0.2093816259185659,"score_spread":0.2014738930155431,"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."}}