{"id":"W7092196602","doi":"10.5683/sp3/hf2jop","title":"2018 methane emission quantification controlled release test at the Merced Vernal Pools and Grassland Reserve with sUAS","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Methane; Grassland; Temporal resolution; Hydrology (agriculture); High resolution; Methane emissions; Nature reserve","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":[0.0009712828,0.0009093198,0.0005465121,0.0007321719,0.000459217,0.0005922576,0.001436697,0.0008042832,0.005476519],"category_scores_gemma":[0.001267132,0.0002131225,0.0006332606,0.0007023294,0.0002562228,0.0005544577,0.0006643001,0.0005948109,0.0068027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005993008,"about_ca_system_score_gemma":0.0008983998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0389642,"about_ca_topic_score_gemma":0.07518839,"domain_scores_codex":[0.9995976,0.00006441772,0.0000304928,0.0001208176,0.0001228373,0.00006382383],"domain_scores_gemma":[0.9992363,0.00009235027,0.00006848153,0.0002392441,0.0002746798,0.0000888973],"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":[0.0006467463,0.000365165,0.02683472,0.0005049109,0.000208713,0.0002900513,0.00009218371,0.006192307,0.003582871,0.0009539822,0.9423256,0.01800274],"study_design_scores_gemma":[0.001374995,0.0004875133,0.2010527,0.000213197,0.0001663395,0.0002724044,0.0005094275,0.03870555,0.01055139,0.002004645,0.7445281,0.000133734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02792972,0.0001120064,0.0008222213,0.0004003705,0.0001929004,0.0001126854,0.9645854,0.002499758,0.003345022],"genre_scores_gemma":[0.01889387,0.00003164312,0.001585889,0.00007822767,0.00003124632,0.0001072764,0.9777604,0.0001110887,0.001400439],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0389642,"threshold_uncertainty_score":0.07747483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008989751013805199,"score_gpt":0.2327862283696971,"score_spread":0.2237964773558919,"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."}}