{"id":"W7162005337","doi":"10.82308/23426","title":"Activity, diversity and community structure of aerobic methane oxidizing and carbon dioxide producing bacteria in soils from the Canadian high Arctic","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anaerobic oxidation of methane; Stable-isotope probing; Soil water; Methanotroph; Methane monooxygenase; Methane; Permafrost; Microbial population biology; Atmospheric methane","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480129,0.0005494195,0.0004749407,0.002493198,0.00207149,0.001117141,0.0004206931,0.0002923063,0.0004424502],"category_scores_gemma":[0.000383308,0.0002745918,0.0002928129,0.002820025,0.0005649503,0.0001692477,0.0004663548,0.0002490738,0.0001340431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00399664,"about_ca_system_score_gemma":0.007095226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.924641,"about_ca_topic_score_gemma":0.9498634,"domain_scores_codex":[0.9994255,0.00001602318,0.00002360947,0.0001313985,0.0002056306,0.0001978881],"domain_scores_gemma":[0.999396,0.00002954129,0.00006443778,0.000009817247,0.0003663972,0.0001338389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007568405,0.0001006142,0.6525276,0.0002960292,0.0001572061,0.0003295444,0.005431559,0.000581272,0.3168827,0.0001566285,0.0004175901,0.02236239],"study_design_scores_gemma":[0.000003795164,0.00005209478,0.9935589,0.00001134952,0.00003124377,0.00008062591,0.00183326,0.0002022454,0.003287009,0.00001225301,0.0009129959,0.0000142951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978055,0.0003745058,0.0001052527,0.00001760663,0.000003501008,0.00001449215,0.001090723,0.000003953225,0.0005843944],"genre_scores_gemma":[0.9958025,0.0006519788,0.000518558,0.0000314097,0.000004550321,0.00001944909,0.001728617,0.00000398898,0.001239061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07535905,"threshold_uncertainty_score":0.1516057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130377444279504,"score_gpt":0.2313474778972961,"score_spread":0.2100437034545011,"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."}}