{"id":"W2981500938","doi":"10.3390/microorganisms7110486","title":"Microbial Community Structure and Methane Cycling Potential along a Thermokarst Pond-Peatland Continuum","year":2019,"lang":"en","type":"article","venue":"Microorganisms","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Consiglio Nazionale delle Ricerche; Networks of Centres of Excellence of Canada; ArcticNet; Canada First Research Excellence Fund; Fonds Québécois de la Recherche sur la Nature et les Technologies; Université Laval","keywords":"Thermokarst; Peat; Permafrost; Acidobacteria; Environmental science; Microbial population biology; Subarctic climate; Ecology; Aquatic ecosystem; Sphagnum; Ecosystem; Hydrology (agriculture); Geology; Actinobacteria; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003477084,0.0002451889,0.0002875444,0.00003540778,0.0002447173,0.00008803079,0.0003151768,0.0001928717,0.005039693],"category_scores_gemma":[0.00001148507,0.0001985112,0.00005846843,0.0001576456,0.0001778263,0.0001516281,0.000414518,0.0006038096,0.0004337895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000561431,"about_ca_system_score_gemma":0.000009575725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125997,"about_ca_topic_score_gemma":0.0002983359,"domain_scores_codex":[0.9986362,0.0002402458,0.0002571288,0.0003249855,0.0001567313,0.0003847111],"domain_scores_gemma":[0.9993128,0.00005443447,0.0001147644,0.0003806185,0.000009597908,0.0001278288],"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":[0.00003360018,0.0000369324,0.01069504,0.00001256169,0.0000372094,0.000009679376,0.001388549,0.00006884948,0.9869346,0.000007731224,0.0002027673,0.0005725024],"study_design_scores_gemma":[0.00293168,0.0002430056,0.07918216,0.00004585254,0.0001241919,0.0003553362,0.0006621646,0.0001550665,0.9107708,0.001865592,0.002883838,0.0007803371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968787,0.0001720416,0.00006998093,0.0001192078,0.0003781277,0.000308772,0.00002996228,0.00004733864,0.001995878],"genre_scores_gemma":[0.9969572,0.00001807481,0.000812872,0.0003488049,0.00006081882,0.000001187443,0.00005009069,0.00003930668,0.001711651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07616379,"threshold_uncertainty_score":0.9958698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004338467350138185,"score_gpt":0.187987818472012,"score_spread":0.1836493511218739,"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."}}