{"id":"W2248571656","doi":"10.48550/arxiv.1401.1875","title":"A Wideband Polarization Survey of the Extragalactic Sky at 2-4 GHz: A Science White Paper for the VLA Sky Survey","year":2014,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sky; Polarization (electrochemistry); Wideband; White (mutation); Astronomy; Physics; Survey research; Remote sensing; Astrophysics; Telecommunications; Geology; Optics; Engineering; Psychology; Chemistry; Applied psychology","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":[0.001483417,0.0002839045,0.0003419429,0.0000877662,0.0006894569,0.00009436909,0.001497646,0.00009303712,0.0001914224],"category_scores_gemma":[0.0001699026,0.0002015611,0.0002714881,0.0007851807,0.0008609958,0.0001700861,0.001403904,0.0005432992,0.00002119239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316427,"about_ca_system_score_gemma":0.0006361754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387023,"about_ca_topic_score_gemma":0.0005268294,"domain_scores_codex":[0.9978516,0.0004547697,0.000236361,0.0007337941,0.000224368,0.000499097],"domain_scores_gemma":[0.9968357,0.001015661,0.0003828581,0.001044512,0.0005799044,0.0001413658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002536664,0.0001551885,0.9572226,0.00002704684,0.0001611695,3.622502e-7,0.0001005504,0.03505108,0.0008144502,0.004635867,0.000141916,0.001436035],"study_design_scores_gemma":[0.0005786002,0.00005320568,0.9518322,0.00005779776,0.0001017068,9.445073e-8,0.0000757109,0.0439377,0.00160538,0.001297296,0.0001828615,0.0002774927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7632452,0.00001085334,0.2346905,0.00005552953,0.0002075324,0.0006784681,0.0003539989,0.00001081614,0.0007470795],"genre_scores_gemma":[0.9962568,0.000002312693,0.000039454,0.00001600493,0.00009721053,0.000005278487,0.0000951262,0.00002299815,0.003464873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2346511,"threshold_uncertainty_score":0.8219422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06586696985455529,"score_gpt":0.2238743351233997,"score_spread":0.1580073652688444,"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."}}