{"id":"W4404768618","doi":"10.1051/0004-6361/202451122","title":"COMAP Pathfinder – Season 2 results","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Stanford Research Computing Center, Stanford University; Jet Propulsion Laboratory; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; National Research Foundation; University of Toronto; Keck Institute for Space Studies; Canadian Institute for Advanced Research; Norges Forskningsråd; California Institute of Technology; National Aeronautics and Space Administration; National Science Foundation","keywords":"Physics; Pathfinder; Astrophysics; Astronomy; Library science","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":[0.004054282,0.001311242,0.0006937717,0.001733216,0.0008670643,0.002649792,0.001374789,0.0008839482,0.01615627],"category_scores_gemma":[0.009289278,0.0005447023,0.001148415,0.001423183,0.0002810125,0.001516598,0.002439247,0.000952463,0.01140929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001892,"about_ca_system_score_gemma":0.001624576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03137063,"about_ca_topic_score_gemma":0.03131019,"domain_scores_codex":[0.9968431,0.0004626575,0.0001205715,0.0007420062,0.001197368,0.0006343081],"domain_scores_gemma":[0.9956116,0.0007670123,0.0003616523,0.001233248,0.001612891,0.000413522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002937329,0.0005117433,0.1128815,0.0004154564,0.0006306206,0.0005284675,0.0003722586,0.03521273,0.007708148,0.005668052,0.7323946,0.100739],"study_design_scores_gemma":[0.0009308674,0.0005989647,0.2938441,0.000156548,0.0003500517,0.0006453196,0.0006080867,0.1046221,0.01291379,0.006356127,0.5787111,0.0002628744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2692401,0.0005756972,0.02605014,0.002139112,0.0007497083,0.0008091844,0.5687141,0.02899836,0.1027237],"genre_scores_gemma":[0.2938677,0.000176689,0.04531454,0.001070754,0.0002062222,0.0008635991,0.6316248,0.007065488,0.01981023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03137063,"threshold_uncertainty_score":0.06237608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006855879909433257,"score_gpt":0.2079681025764513,"score_spread":0.2011122226670181,"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."}}