{"id":"W3213663646","doi":"10.1088/1361-6501/ac3679","title":"MiniCarb: a passive, occultation-viewing, 6U CubeSat for observations of CO <sub>2</sub> , CH <sub>4</sub> , and H <sub>2</sub> O","year":2021,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Lawrence Livermore National Laboratory; Goddard Space Flight Center","keywords":"CubeSat; Payload (computing); Environmental science; Remote sensing; Radio occultation; Satellite; Orbiter; Computer science; Aerospace engineering; Meteorology; Physics; Telecommunications; Engineering; Global Positioning System; Geology","routes":{"ca_aff":true,"ca_fund":false,"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","sts"],"consensus_categories":[],"category_scores_codex":[0.001123896,0.0003336373,0.0004184337,0.00008143848,0.0006818001,0.00006438796,0.0004674705,0.0002455055,0.00001131864],"category_scores_gemma":[0.0007142395,0.0003261416,0.00007987423,0.001512053,0.002771657,0.0005012951,0.0004555063,0.0002325816,0.00001952615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010341,"about_ca_system_score_gemma":0.00017652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000158695,"about_ca_topic_score_gemma":0.0001435219,"domain_scores_codex":[0.9963843,0.00004636244,0.0005624932,0.001009672,0.001300178,0.0006969796],"domain_scores_gemma":[0.9986945,0.00007197986,0.0003013203,0.0005286801,0.0002029345,0.0002006207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001160094,0.0001667996,0.03850597,0.00003188583,0.00002431673,0.000005649337,0.0001750927,0.0003029344,0.9065454,0.000348218,0.0003428425,0.05353927],"study_design_scores_gemma":[0.0008266229,0.000253003,0.0971437,0.00006687893,0.00008807085,0.00003215874,0.0009054345,0.003720151,0.8934147,0.001303884,0.001833081,0.0004122754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921321,0.0003705207,0.004825943,0.001606485,0.0001332051,0.0006205183,0.00001624418,0.00008408866,0.0002108942],"genre_scores_gemma":[0.9939843,0.001025199,0.004396116,0.0003558914,0.00001954114,0.0001705823,0.00001014587,0.00002559159,0.00001259958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05863773,"threshold_uncertainty_score":0.9999422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497595325670936,"score_gpt":0.2293398413177857,"score_spread":0.2043638880610763,"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."}}