{"id":"W2172146512","doi":"10.1016/j.soilbio.2009.01.014","title":"Microbial community structure and function: The effect of silvicultural burning and topographic variability in northern Alberta","year":2009,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; University of Alberta","funders":"Canadian Forest Service; University of Alberta","keywords":"Deciduous; Microbial population biology; Forest floor; Taiga; Biomass (ecology); Ecology; Environmental science; Decomposer; Community structure; Ecosystem; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005118151,0.0001028339,0.0001396676,0.000006163048,0.000133294,0.000007724028,0.00007821086,0.000157804,0.00001376977],"category_scores_gemma":[0.0001048119,0.00005952423,0.00001732254,0.00007509803,0.0004236175,0.00002529441,0.00007610125,0.0002477205,3.337105e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001248263,"about_ca_system_score_gemma":0.000002087336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966231,"about_ca_topic_score_gemma":0.003409131,"domain_scores_codex":[0.9992579,0.0003340606,0.0001138254,0.0001598659,0.00002585941,0.000108537],"domain_scores_gemma":[0.9994537,0.0003203113,0.00005350407,0.0001412094,0.000003041048,0.00002826884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000383704,0.000006373396,0.6288905,0.00002625925,0.000004943629,1.611233e-7,0.0001069075,0.00000105115,0.3663175,0.000001108769,0.00000447746,0.004602379],"study_design_scores_gemma":[0.0003974487,0.0002562312,0.9107965,0.00001789002,0.00001537763,0.00003681224,0.00004919171,0.00006252789,0.08801985,0.0002209209,0.00003528987,0.00009191769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993666,0.000162652,7.038612e-7,0.0001516717,0.00003076408,0.00009659159,0.000006044582,0.00000500366,0.000179949],"genre_scores_gemma":[0.9998996,0.000006034,0.000004811547,0.00004404063,0.00001807558,0.000001814002,0.00001343665,0.000001533394,0.00001059896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2819061,"threshold_uncertainty_score":0.2972367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001755266089379865,"score_gpt":0.1829492076308656,"score_spread":0.1811939415414857,"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."}}