{"id":"W6923590241","doi":"10.14288/1.0092163","title":"Effects of wildfire and harvest disturbances on forest soil bacterial communities","year":2009,"lang":"en","type":"article","venue":"Open Collections","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boreal; Biomass (ecology); Disturbance (geology); Microbial population biology; Taiga; Ordination; Prescribed burn","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":[0.000445557,0.0002795631,0.0003138414,0.0002438498,0.000433436,0.0004679284,0.000166758,0.0002350836,0.0007452069],"category_scores_gemma":[0.000439511,0.0001538617,0.0002453767,0.0002256727,0.0004074018,0.0002229801,0.0003016482,0.0002815156,0.0001069537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000732398,"about_ca_system_score_gemma":0.0005791879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168795,"about_ca_topic_score_gemma":0.0551204,"domain_scores_codex":[0.9996233,0.00006035503,0.00002902928,0.00008195853,0.0001096381,0.00009562442],"domain_scores_gemma":[0.9993986,0.00006785589,0.0001874714,0.00003036927,0.00008777052,0.0002279086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005506278,0.001219788,0.498276,0.0002347297,0.0002389313,0.0003020097,0.0008314441,0.0004894926,0.4649804,0.00006195469,0.0001929,0.02766596],"study_design_scores_gemma":[0.000005491234,0.0005676413,0.9954848,0.000001657647,0.00001086009,0.00002494469,0.0001255674,0.00008658494,0.003580554,0.000009571852,0.00009951751,0.000002704307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995889,0.0001109998,0.0000468935,0.000004879769,0.000002794058,0.000005751204,0.00005509298,0.000002056403,0.0001826906],"genre_scores_gemma":[0.9987653,0.0001195651,0.0002349213,0.00003500169,0.000004501063,0.00001481556,0.0003282476,0.00000250508,0.0004951043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168795,"threshold_uncertainty_score":0.02323985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006325377206690359,"score_gpt":0.2079803225135453,"score_spread":0.201654945306855,"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."}}