{"id":"W4377013770","doi":"10.1175/jtech-d-22-0131.1","title":"A CO2 and H2O Gas Analyzer with Reduced Error due to Platform Motion","year":2023,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Campbell Scientific (Canada)","funders":"National Science Foundation","keywords":"Buoy; Spectrum analyzer; Environmental science; Remote sensing; Noise (video); Gas analyzer; Flux (metallurgy); Computer science; Acoustics; Marine engineering; Materials science; Geology; Physics; Engineering; Telecommunications; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007726272,0.0005161606,0.000474393,0.0004029697,0.0003270195,0.0004011614,0.001008369,0.0005131268,0.001070834],"category_scores_gemma":[0.001018901,0.0002898426,0.0002124947,0.0003070637,0.0003040962,0.0004771204,0.0003540439,0.0003583852,0.0003819742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340432,"about_ca_system_score_gemma":0.0005102312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188908,"about_ca_topic_score_gemma":0.003535128,"domain_scores_codex":[0.9994773,0.00008025098,0.00002222229,0.000161309,0.0002205464,0.00003830735],"domain_scores_gemma":[0.9992676,0.0001431195,0.00007659465,0.0001125553,0.0003294937,0.00007065428],"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":[0.0007787652,0.0002111724,0.01614905,0.0001065814,0.00004630034,0.0001629972,0.0001174574,0.002438969,0.9385953,0.0002674497,0.001361801,0.03976424],"study_design_scores_gemma":[0.0004649748,0.004169137,0.07361015,0.00002464216,0.0001713443,0.001060472,0.0001381612,0.1164231,0.7936325,0.00018303,0.009999885,0.0001227024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9009445,0.0001469953,0.09382755,0.0001681633,0.0001980412,0.0002271777,0.0004539576,0.002013586,0.002019982],"genre_scores_gemma":[0.8997693,0.00004856502,0.09712108,0.0001203656,0.00003032457,0.00009082663,0.000347104,0.0000623309,0.002410026],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003188908,"threshold_uncertainty_score":0.006340683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008222385209989833,"score_gpt":0.2057500163618629,"score_spread":0.197527631151873,"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."}}