{"id":"W2081534866","doi":"10.5194/amt-8-411-2015","title":"PTR-QMS versus PTR-TOF comparison in a region with oil and natural gas extraction industry in the Uintah Basin in 2013","year":2015,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Climate Program Office; Clean Air Regulatory Agenda; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Quadrupole mass analyzer; Mass spectrometry; Chemistry; Analytical Chemistry (journal); Mass spectrum; Volume (thermodynamics); Quadrupole; Spectrometer; Chromatography; Atomic physics; Physics; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.001194765,0.0002919997,0.0002878602,0.000005868853,0.00005465516,0.00004246521,0.0002924104,0.00029771,0.00003758122],"category_scores_gemma":[0.00004177075,0.0002180574,0.00002871204,0.0005500963,0.0002586225,0.0004141335,0.0001195676,0.00101358,0.000008965336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491335,"about_ca_system_score_gemma":0.00002812673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009520156,"about_ca_topic_score_gemma":0.007299351,"domain_scores_codex":[0.9976211,0.0002407588,0.0004050212,0.0004621043,0.0008562612,0.0004147168],"domain_scores_gemma":[0.9993563,0.00003921946,0.0001650893,0.0003323047,0.000009728006,0.0000974086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005366167,0.0004478213,0.8840458,0.00001224898,0.00000931358,0.00007354177,0.001627334,0.007273552,0.0003579038,0.0000216497,0.001354354,0.1042398],"study_design_scores_gemma":[0.003915488,0.001163064,0.930665,0.0003339909,0.00004309317,0.0001029041,0.01002948,0.03378625,0.0004429649,0.000355269,0.01817093,0.0009915797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933317,0.0003359798,0.001162673,0.0008307121,0.00007091938,0.0003573989,1.894119e-7,0.00007471997,0.003835762],"genre_scores_gemma":[0.9762498,0.0002674433,0.02289099,0.0002474371,0.00002163338,0.0001661285,0.00000239616,0.00002542203,0.0001287684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032482,"threshold_uncertainty_score":0.9970756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637249606916809,"score_gpt":0.2525119463469264,"score_spread":0.2161394502777583,"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."}}