{"id":"W3203480965","doi":"10.1007/s10533-021-00853-0","title":"Methane emission dynamics among CO2-absorbing and thermokarst lakes of a great Arctic delta","year":2021,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Thermokarst; Water column; Environmental science; Hydrology (agriculture); Delta; Tundra; Arctic; Greenhouse gas; Permafrost; Atmospheric sciences; Oceanography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816173,0.000166785,0.000224442,0.0005075192,0.0009145461,0.0005896532,0.0001963367,0.0002717545,0.0005638398],"category_scores_gemma":[0.0002429047,0.0002239021,0.0002130961,0.0004798254,0.0004185955,0.0003326033,0.0005409092,0.0001395033,0.00008769647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110083,"about_ca_system_score_gemma":0.0007659449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1658133,"about_ca_topic_score_gemma":0.2524907,"domain_scores_codex":[0.9999304,0.00001289082,0.000005301943,0.00001917902,0.000009385384,0.00002291325],"domain_scores_gemma":[0.9998319,0.00003934945,0.00002466513,0.000008278653,0.00004507454,0.00005064698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005646001,0.00005481281,0.9832643,0.00001566956,0.00008900451,0.0001881284,0.002091448,0.0009927263,0.009992594,0.00009184601,0.0000944444,0.002560353],"study_design_scores_gemma":[0.000005170445,0.00002064932,0.9973165,0.000002554489,0.0000172902,0.00003969911,0.0008828838,0.001168802,0.0003584964,0.00001594335,0.0001682755,0.00000373342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998662,0.000009157588,0.000008919556,0.00000358579,2.927604e-7,3.558715e-7,0.00003446358,6.232589e-7,0.00007641261],"genre_scores_gemma":[0.9996755,0.00001582295,0.00002911586,0.000004832204,9.509575e-7,0.000001537572,0.00008836645,7.807524e-7,0.0001830355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658133,"threshold_uncertainty_score":0.3296964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005678725720791,"score_gpt":0.2232464755169547,"score_spread":0.2031896882597468,"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."}}