{"id":"W3214570905","doi":"10.3847/1538-4357/ac63c6","title":"COMAP Early Science. II. Pathfinder Instrument","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"European Research Council; Jet Propulsion Laboratory; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; California Institute of Technology; European Commission; Science and Technology Facilities Council; University of Toronto; Keck Institute for Space Studies; Agencia Nacional de Investigación y Desarrollo; Norges Forskningsråd; University of Miami; National Aeronautics and Space Administration; National Science Foundation","keywords":"Pathfinder; Antenna (radio); Computer science; Redshift; Remote sensing; Optics; Environmental science; Systems engineering; Physics; Galaxy; Telecommunications; Engineering; Geology; Astronomy","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":[0.001969795,0.0006244741,0.0003860425,0.002992203,0.001855279,0.001908883,0.001695949,0.001119461,0.05005913],"category_scores_gemma":[0.002177855,0.0004354116,0.0002811449,0.003423869,0.0007141001,0.001640132,0.002291679,0.001648313,0.03321769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002758298,"about_ca_system_score_gemma":0.003887278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0110827,"about_ca_topic_score_gemma":0.01097202,"domain_scores_codex":[0.9990367,0.00009435983,0.00002294352,0.0001543989,0.0005311272,0.0001604992],"domain_scores_gemma":[0.9980353,0.0001770351,0.0001090383,0.0003688659,0.0009277756,0.0003820675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000956385,0.0001772448,0.0151593,0.0005620667,0.00003116516,0.0006306326,0.0003840958,0.002309331,0.01626416,0.02260759,0.4628664,0.4780517],"study_design_scores_gemma":[0.0001109527,0.0001353109,0.01646761,0.0001064394,0.000009496016,0.0003227873,0.0001020749,0.002475169,0.00881058,0.004532536,0.9668846,0.00004232029],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04979489,0.001526391,0.05930472,0.01253734,0.001266539,0.003607519,0.1514611,0.06220233,0.6582992],"genre_scores_gemma":[0.3118106,0.002303514,0.2812873,0.00582535,0.0009315559,0.003137377,0.1406384,0.008133944,0.245932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05005913,"threshold_uncertainty_score":0.1674645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008551545896655025,"score_gpt":0.2059182656950964,"score_spread":0.1973667197984414,"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."}}