{"id":"W6903148523","doi":"10.1051/0004-6361/202141995/pdf","title":"Polarization and variability of compact sources measured in","year":2023,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Natural Sciences and Engineering Research Council of Canada; Jet Propulsion Laboratory; Nuclear Safety and Security Commission; Astrophysics Division; National Energy Research Scientific Computing Center; Office of Science; California Institute of Technology; National Aeronautics and Space Administration; U.S. Department of Energy; National Science Foundation","keywords":"Planck; Polarization (electrochemistry); Sky; Linear polarization; Flux (metallurgy); Cosmic microwave background; Spectral density; Spectral line; Cosmology; Radio spectrum","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136431,0.0002397701,0.0001973664,0.002103207,0.0002406034,0.0006745755,0.000236405,0.0001504444,0.003223937],"category_scores_gemma":[0.00160817,0.000131856,0.0001593529,0.002514285,0.0002196658,0.0004498269,0.0006359218,0.0001855807,0.0006199595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234189,"about_ca_system_score_gemma":0.00009049699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335753,"about_ca_topic_score_gemma":0.001196775,"domain_scores_codex":[0.9997892,0.00002096719,0.00001318045,0.00007704286,0.00006515536,0.00003441777],"domain_scores_gemma":[0.9988263,0.0002621567,0.0004552736,0.0001870721,0.0001716472,0.00009746346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002657066,0.00003201159,0.9151664,0.0000933745,0.000198337,0.0002386931,0.0008764687,0.001170092,0.02061513,0.001246025,0.002453985,0.05764381],"study_design_scores_gemma":[0.000003246643,0.00001589816,0.9941719,0.00001046951,0.0000284187,0.0002806249,0.000114082,0.0003862653,0.002006868,0.0002376487,0.00273588,0.000008553227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808858,0.0006874502,0.004519869,0.00005662137,0.00001882972,0.00001592799,0.007154589,0.0001798948,0.00648098],"genre_scores_gemma":[0.9902705,0.000229334,0.001150225,0.00001947495,0.00003102635,0.00001789566,0.007686017,0.00002482823,0.00057069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003223937,"threshold_uncertainty_score":0.0107851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462876163372714,"score_gpt":0.2322039940472428,"score_spread":0.2175752324135156,"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."}}