{"id":"W6941016370","doi":"10.1051/0004-6361/202451123/pdf","title":"COMAP Pathfinder – Season 2 results","year":2024,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","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; UK Space Agency; Canadian Institute for Advanced Research; Keck Institute for Space Studies; California Institute of Technology; University of Miami; National Aeronautics and Space Administration; National Science Foundation","keywords":"Pathfinder; Residual; Spectral density; Redshift; Noise (video); Detector; Estimator; Data set; Epoch (astronomy)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002459361,0.001324255,0.0007984392,0.002095095,0.0006813022,0.002118727,0.001791939,0.0007177572,0.01857679],"category_scores_gemma":[0.007268232,0.0006653094,0.00112781,0.002047037,0.0002523953,0.001479,0.00187352,0.001101879,0.01027635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008481535,"about_ca_system_score_gemma":0.00106268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02423275,"about_ca_topic_score_gemma":0.02576377,"domain_scores_codex":[0.9978805,0.0002226849,0.00008154581,0.000523931,0.0009466532,0.0003446897],"domain_scores_gemma":[0.9968668,0.0005773935,0.0002678445,0.00109595,0.000969785,0.0002222119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002336578,0.0003946604,0.1493278,0.0007104037,0.0009572229,0.0006842376,0.0003514716,0.07544894,0.01713473,0.00775351,0.5862103,0.1586901],"study_design_scores_gemma":[0.0004564872,0.0002487358,0.3021607,0.0001318144,0.0003796012,0.0007227841,0.0003313562,0.1096233,0.0241491,0.007158697,0.5543215,0.0003159532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.2292361,0.0007036775,0.04044163,0.001084351,0.0004553151,0.000438799,0.6414734,0.02895309,0.05721365],"genre_scores_gemma":[0.2540903,0.0002652333,0.07289613,0.0005894813,0.0001594627,0.0006629592,0.6502419,0.006810846,0.01428369],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02423275,"threshold_uncertainty_score":0.06214547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445259574900267,"score_gpt":0.2245126804446875,"score_spread":0.2100600846956849,"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."}}