{"id":"W6958165376","doi":"10.60692/wya39-9dj52","title":"COSMOGLOBE DR1 results","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Waterloo; University of Toronto; University of British Columbia","funders":"","keywords":"CMB cold spot; Planck; Cosmic microwave background; Polarization (electrochemistry); Cosmic background radiation; Synchrotron; Galactic plane; Birefringence","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":[],"category_scores_codex":[0.001204114,0.0001104005,0.0001664418,0.0004611482,0.0001853332,0.0005004239,0.0006964159,0.00007584073,0.000004385274],"category_scores_gemma":[0.0001379125,0.00008860598,0.00009592724,0.001695159,0.00002418231,0.001198544,0.0002713164,0.0000960169,0.01018397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008821816,"about_ca_system_score_gemma":0.0000536168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009351716,"about_ca_topic_score_gemma":8.29095e-8,"domain_scores_codex":[0.9982222,0.00009184633,0.0005449335,0.0002019997,0.0006158293,0.000323156],"domain_scores_gemma":[0.9986981,0.00003388969,0.0001386319,0.0007800515,0.000233623,0.0001157626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002766428,0.00002019596,0.2736878,0.002487835,0.0004710703,0.0001467757,0.538314,0.01293714,0.000009616545,0.03896081,0.05258553,0.08010263],"study_design_scores_gemma":[0.002881373,0.0001319707,0.1625202,0.0002661024,0.00001987415,0.00006259686,0.01129204,0.7991952,0.0009936765,0.00009291971,0.02177331,0.0007707951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2391968,0.00000282756,0.7367339,0.001316951,0.0008086593,0.0005300676,0.0001263948,0.004104712,0.01717974],"genre_scores_gemma":[0.9985226,2.241319e-7,0.0007962159,0.00008996243,0.00004118101,0.00003372597,0.0000211565,0.000003266945,0.0004916311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.786258,"threshold_uncertainty_score":0.9905867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04874561742674011,"score_gpt":0.2501955800094639,"score_spread":0.2014499625827238,"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."}}