{"id":"W4404768589","doi":"10.1051/0004-6361/202451121","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":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"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; University of Toronto; National Research Foundation; Norges Forskningsråd; Canadian Institute for Advanced Research; UK Space Agency; Keck Institute for Space Studies; California Institute of Technology; National Aeronautics and Space Administration; National Science Foundation","keywords":"Pathfinder; Physics; 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":[0.002198039,0.001139385,0.0006482052,0.002238078,0.0007725517,0.002138906,0.001112071,0.0006564376,0.01262496],"category_scores_gemma":[0.004206426,0.0005847276,0.001330247,0.002104701,0.000176324,0.001137265,0.001507157,0.0008644501,0.00976357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007013662,"about_ca_system_score_gemma":0.001146502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01871801,"about_ca_topic_score_gemma":0.02336596,"domain_scores_codex":[0.9979743,0.0001744175,0.00009756438,0.0004660375,0.000884245,0.0004033932],"domain_scores_gemma":[0.9968557,0.0003388911,0.0002306874,0.0008135893,0.001573893,0.0001872751],"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":[0.001903367,0.0006244686,0.1316739,0.0005565907,0.0007137604,0.0005876129,0.0004623128,0.01685421,0.02699536,0.00248634,0.6802754,0.1368667],"study_design_scores_gemma":[0.0002986525,0.0003196617,0.4846502,0.00009002021,0.0002923274,0.0003713053,0.0004329166,0.03956125,0.02207688,0.002201943,0.4494717,0.0002331306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2574709,0.0004312,0.03146299,0.001075341,0.000708162,0.0007910571,0.6148845,0.03656335,0.05661251],"genre_scores_gemma":[0.2453874,0.000206473,0.06907951,0.0006883548,0.0002277089,0.0009286549,0.6526092,0.01131734,0.01955544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01871801,"threshold_uncertainty_score":0.04223466,"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."}}