{"id":"W4390928896","doi":"10.1093/mnras/stae169","title":"MIGHTEE polarization early science fields: the deep polarized sky","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Science and Technology Facilities Council; University of the Western Cape; University of Pretoria; National Research Foundation; University of Cape Town; Department of Science and Innovation, South Africa","keywords":"Physics; Redshift; Faraday cage; Polarization (electrochemistry); Faraday effect; Spectral index; Astrophysics; Polarimetry; Sky; Intensity mapping; Cosmic variance; Linear polarization; Astronomy; Optics; Spectral line; Galaxy; Magnetic field; Scattering","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":[0.0008608314,0.0002696411,0.0002686495,0.002908631,0.0004345684,0.001942298,0.0004256228,0.0002507764,0.003858007],"category_scores_gemma":[0.001247621,0.000209294,0.000403708,0.004431255,0.0002238842,0.0009165892,0.001413862,0.0005059692,0.001616839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006242177,"about_ca_system_score_gemma":0.0006512369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02956773,"about_ca_topic_score_gemma":0.02390146,"domain_scores_codex":[0.999319,0.00006565265,0.00001998841,0.0001258914,0.0002798642,0.0001896168],"domain_scores_gemma":[0.998422,0.0001280547,0.0002816593,0.0004680603,0.0004253488,0.0002748881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001800837,0.0002619028,0.6232387,0.0001858063,0.0002374709,0.0005816399,0.001044688,0.006562366,0.04643377,0.006655208,0.06222922,0.2507684],"study_design_scores_gemma":[0.00004743912,0.00005246912,0.9086367,0.0000284151,0.00004119182,0.0001840548,0.0002297416,0.002017738,0.006127317,0.001154773,0.08143651,0.00004370901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740068,0.001594427,0.01847269,0.0008864015,0.0000760563,0.0002372892,0.1636555,0.002653392,0.07235625],"genre_scores_gemma":[0.7819248,0.00077567,0.01998355,0.0003847572,0.0001443529,0.0001237936,0.1873905,0.0005548059,0.008717723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02956773,"threshold_uncertainty_score":0.05879122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005972010648056805,"score_gpt":0.2054042176890093,"score_spread":0.1994322070409525,"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."}}