{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008299846,0.0003350656,0.0002711585,0.00005694776,0.0002053764,0.0002959679,0.0001808606,0.00003215658,0.000102476],"category_scores_gemma":[8.917673e-7,0.0003141312,0.0001623626,0.0002088696,0.0001077055,0.0003753331,0.0001425948,0.000343327,0.0001946605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000252585,"about_ca_system_score_gemma":0.00009267307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005385793,"about_ca_topic_score_gemma":2.888333e-7,"domain_scores_codex":[0.9984364,0.00003355629,0.000293359,0.0005661651,0.0001794486,0.000491067],"domain_scores_gemma":[0.9993145,0.00005763502,0.00007265376,0.0003252493,0.00003793889,0.000191994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003163477,0.00009318464,0.0006692226,0.00001442756,0.0001624169,0.000005111472,0.0002288805,0.0001273423,0.0006942595,0.11437,0.001498744,0.8821048],"study_design_scores_gemma":[0.002398991,0.0005461074,0.005161792,0.0002847382,0.0002726015,0.000005605181,0.002134162,0.005519775,0.00263792,0.06461968,0.9148858,0.001532804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3147886,0.0003208605,0.6563295,0.0004680193,0.0005530093,0.0003009623,0.0005592725,0.0002235359,0.02645628],"genre_scores_gemma":[0.9868945,0.000002934859,0.01077468,0.00003221262,0.001267373,0.00003126367,0.0002022642,0.00004726696,0.0007475236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9133871,"threshold_uncertainty_score":0.9999311,"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."}}