{"id":"W2025663672","doi":"10.1111/j.1574-6941.2012.01332.x","title":"Methane-cycling communities in a permafrost-affected soil on Herschel Island, Western Canadian Arctic: active layer profiling of<i>mcrA</i>and<i>pmoA</i>genes","year":2012,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Parks Canada; McGill University; Universitetet i Tromsø","keywords":"Permafrost; Biology; Ecology; Arctic; Cycling; Forestry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005978654,0.0002543124,0.000465154,0.0001877996,0.0001412848,0.000006789843,0.0002381131,0.0004311367,0.0008443012],"category_scores_gemma":[0.0000406436,0.0002177565,0.00005846993,0.0001821259,0.0005032274,0.0001073549,0.0001936,0.0005561883,0.0001871375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881385,"about_ca_system_score_gemma":0.00005302743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0597459,"about_ca_topic_score_gemma":0.4279532,"domain_scores_codex":[0.9979374,0.0005775137,0.0003477066,0.0002722613,0.00004022074,0.0008249077],"domain_scores_gemma":[0.999019,0.0003699592,0.0001650709,0.0002509955,0.00001566592,0.000179329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007319771,0.0001161587,0.6719673,0.00001796877,0.0000682294,0.000006824103,0.004885875,0.0004612962,0.321731,0.00003210225,0.00004556823,0.0005944954],"study_design_scores_gemma":[0.004356695,0.001234995,0.7344701,0.0001514317,0.0001816597,0.00043064,0.006759454,0.0003391651,0.2369767,0.000396637,0.01326645,0.001436169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996677,0.0004828825,0.000003794387,0.0002561577,0.000470997,0.0003740036,0.0001664758,0.00001607974,0.001552598],"genre_scores_gemma":[0.9981271,0.0001803673,0.0002192141,0.0008910642,0.00004363491,0.00004428232,0.0002425376,0.0000254603,0.0002263539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682073,"threshold_uncertainty_score":0.9465153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561976496593317,"score_gpt":0.2340283768664669,"score_spread":0.2184086119005337,"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."}}