{"id":"W6931234603","doi":"10.5281/zenodo.3254756","title":"New perspectives on Galactic Faraday tomography at low frequencies","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"LOFAR; Polarization (electrochemistry); Sky; Faraday effect; Faraday cage; Magnetic field; Angular resolution (graph drawing)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001095138,0.0001426225,0.0001384083,0.00009427826,0.0000807492,0.00003930173,0.0001970668,0.00004624071,0.3388303],"category_scores_gemma":[0.00001063184,0.0001341269,0.0001203912,0.0002006802,0.000006725194,0.0001346963,0.00005095385,0.0001474192,0.005741248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004737659,"about_ca_system_score_gemma":0.00005377762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000400295,"about_ca_topic_score_gemma":0.000002206876,"domain_scores_codex":[0.9993021,0.00001045682,0.0001027714,0.0002709456,0.00009227476,0.0002214689],"domain_scores_gemma":[0.999429,0.00004975025,0.00007441573,0.0003460947,0.00004086628,0.00005983237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000028011,0.0002347812,0.1609455,0.00005549632,0.0002885383,0.000003902236,0.0009923332,0.0002309992,0.001031623,0.04213516,0.7689229,0.02513071],"study_design_scores_gemma":[0.001824777,0.000504117,0.2266913,0.000917324,0.00003259983,0.000003911831,0.004724715,0.0002833812,0.0162544,0.002398925,0.74519,0.001174532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.803746,0.0005262698,0.00009941225,0.0007816541,0.0002534393,0.001079564,0.06259695,0.0004365492,0.1304801],"genre_scores_gemma":[0.9891338,2.893314e-7,0.0003693506,0.00003084231,0.0001517418,0.00006113417,0.007073877,0.00001744078,0.003161517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.333089,"threshold_uncertainty_score":0.9950329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156197164908093,"score_gpt":0.2126469268578967,"score_spread":0.2010849552088157,"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."}}