{"id":"W7074596735","doi":"","title":"Mitigating calibration errors from mutual coupling with time-domain filtering of 21 cm cosmological radio observations","year":2024,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Research Foundation; Space Telescope Science Institute; Ministero degli Affari Esteri e della Cooperazione Internazionale; McGill University; Canadian Institute for Advanced Research; National Aeronautics and Space Administration","keywords":"Christian ministry; Research council; Space research; Observatory; Scholarship; Ministry of Foreign Affairs; Work (physics); Engineering research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000100955,0.00009646802,0.0002435714,0.00007833116,0.00008585932,0.00001021748,0.00009250789,0.00008152224,0.00005468076],"category_scores_gemma":[0.00009300304,0.00009765489,0.00007769907,0.0002419353,0.000161723,0.0001740967,0.0000628455,0.000158985,0.000008980464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004409826,"about_ca_system_score_gemma":0.0001073833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342329,"about_ca_topic_score_gemma":0.00003428856,"domain_scores_codex":[0.9993085,0.00002022995,0.0001305282,0.0001934332,0.0002151024,0.0001321669],"domain_scores_gemma":[0.9992864,0.0003359079,0.00007567987,0.000151171,0.00005780266,0.00009307273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003139023,0.0007741971,0.3448757,0.001530324,0.002440742,0.003835557,0.01237963,0.01279929,0.5526349,0.02521385,0.03196727,0.008409591],"study_design_scores_gemma":[0.004184494,0.001464104,0.4168409,0.003889056,0.0009945687,0.0001513511,0.008242526,0.543171,0.01849467,0.0003004292,0.001629878,0.0006370404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962556,0.0001576025,0.03553305,0.0007570498,0.00004790686,0.0001248284,0.0001486554,0.0000918088,0.0005831033],"genre_scores_gemma":[0.9727736,0.000009584954,0.0262885,0.00003006684,0.00004859377,2.499413e-7,0.0002578296,0.00001069143,0.0005809114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5341402,"threshold_uncertainty_score":0.3982251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142826705146315,"score_gpt":0.2165022807396931,"score_spread":0.1950740136882299,"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."}}