{"id":"W3112847657","doi":"10.1111/jbi.14052","title":"Abundance and biogeography of methanogenic and methanotrophic microorganisms across European streams","year":2020,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Deutsche Forschungsgemeinschaft","keywords":"Archaea; Ecology; Abundance (ecology); Microorganism; STREAMS; Sediment; Anaerobic oxidation of methane; Environmental chemistry; Environmental science; Microbial population biology; Methane; Methanogenesis; Biology; Bacteria; Chemistry","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":[0.0005407636,0.0003649216,0.0004174194,0.002172577,0.0003250708,0.001050133,0.000213569,0.0003013808,0.0004902399],"category_scores_gemma":[0.0005321185,0.0002332357,0.0003030835,0.00160917,0.0003826758,0.0003255991,0.0007552969,0.0001150571,0.0001180236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672242,"about_ca_system_score_gemma":0.0002387044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054149,"about_ca_topic_score_gemma":0.005492227,"domain_scores_codex":[0.9995024,0.0000836946,0.00007218614,0.0002144875,0.00005473854,0.00007253519],"domain_scores_gemma":[0.9996451,0.00006771235,0.0001280439,0.00002128777,0.00008450639,0.00005341363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005495354,0.00003629477,0.9586031,0.0001260191,0.000203488,0.000185021,0.0007443441,0.0005351147,0.0243619,0.00005380291,0.00005287984,0.01454853],"study_design_scores_gemma":[0.000004969458,0.00004874049,0.9980454,0.00001900691,0.00002905741,0.0001135875,0.0004242301,0.0001740413,0.0008665699,0.00002494299,0.0002446563,0.000004743731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992785,0.0003081595,0.000102486,0.000002950081,0.000001004163,0.000002202667,0.0001840841,0.00000232131,0.0001182733],"genre_scores_gemma":[0.9986888,0.0002131899,0.0003137813,0.000007171361,0.00000300394,0.000006497292,0.000575218,0.000002812521,0.0001896534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004054149,"threshold_uncertainty_score":0.008061111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00901797161020492,"score_gpt":0.2128880986349007,"score_spread":0.2038701270246958,"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."}}