{"id":"W2601455409","doi":"10.1093/mnras/stx642","title":"A new perspective on turbulent Galactic magnetic fields through comparison of linear polarization decomposition techniques","year":2017,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Institute for Theoretical Astrophysics","funders":"Engineering and Physical Sciences Research Council; University of Toronto; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canada Research Chairs; Commonwealth Scientific and Industrial Research Organisation","keywords":"Physics; Polarization (electrochemistry); Linear polarization; Magnetic field; Astrophysics; Computational physics; CMB cold spot; Cosmic microwave background; Quantum mechanics; Anisotropy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000922388,0.0007176758,0.0004714972,0.002089934,0.0003009806,0.002405488,0.0004343248,0.000486976,0.001272237],"category_scores_gemma":[0.001722735,0.0002392629,0.0005375041,0.001607444,0.001642054,0.002047458,0.001040937,0.001431176,0.0003333204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395592,"about_ca_system_score_gemma":0.0002143199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005826242,"about_ca_topic_score_gemma":0.0003961067,"domain_scores_codex":[0.9996556,0.0001552391,0.00002138024,0.00005081729,0.0000827225,0.00003432281],"domain_scores_gemma":[0.999227,0.0003852721,0.0001096135,0.0001048182,0.0001123383,0.00006090282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001371228,0.00008511971,0.005147155,0.0003810071,0.0001362636,0.0003994557,0.00170681,0.02294702,0.03400051,0.76046,0.002906628,0.171693],"study_design_scores_gemma":[0.00002559502,0.0002486339,0.0156167,0.0003548788,0.00006141379,0.0006221053,0.0011438,0.2125155,0.01103112,0.7138292,0.0443931,0.0001579045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06174964,0.01493209,0.9048868,0.003031582,0.0004246232,0.00002456165,0.0002215635,0.0002872939,0.01444186],"genre_scores_gemma":[0.5255934,0.02070988,0.4454487,0.000746779,0.002380016,0.0000981592,0.000334385,0.0004000199,0.004288678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002405488,"threshold_uncertainty_score":0.004878104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009779051727509706,"score_gpt":0.2782076944856399,"score_spread":0.2684286427581302,"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."}}