{"id":"W2512862868","doi":"","title":"Vulnerability of North American Boreal Peatlands to interactions between climate, hydrology, and wildland fires","year":2013,"lang":"en","type":"article","venue":"Digital Commons - Michigan Tech (Michigan Technological University)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boreal; Peat; Hydrology (agriculture); Environmental science; Vulnerability (computing); Climate change; Physical geography; Climatology; Geography; Geology; Oceanography; Archaeology","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":[0.0003629423,0.0001477873,0.0001346072,0.0004436538,0.000395614,0.0004665454,0.000150647,0.0001354654,0.0007510029],"category_scores_gemma":[0.0006512741,0.00008965104,0.0002002411,0.0003261651,0.0001738764,0.0002453494,0.000239126,0.0001397711,0.00005964138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419982,"about_ca_system_score_gemma":0.0003286006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1008835,"about_ca_topic_score_gemma":0.2919282,"domain_scores_codex":[0.9998798,0.00002945714,0.000007205431,0.00002469392,0.00001913402,0.00003963188],"domain_scores_gemma":[0.9994573,0.0001208944,0.0001673075,0.0000350022,0.00009003829,0.0001294146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006793089,0.00003994506,0.9947842,0.000006906229,0.00005639004,0.00008309496,0.0001897191,0.0005011045,0.0008265162,0.00002981584,0.0001856908,0.003228709],"study_design_scores_gemma":[6.982546e-7,0.000009519342,0.9993875,0.000001222974,0.000004536042,0.00003302646,0.0002153914,0.0002268085,0.00003188828,0.0000185532,0.00006931947,0.000001434051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995738,0.00003202779,0.00001829442,0.0000153391,0.000001161701,0.000001429771,0.000123364,0.000001489695,0.0002331001],"genre_scores_gemma":[0.9996241,0.00004039836,0.00002439291,0.000007800236,0.000001938575,0.000002396117,0.0001695535,6.488561e-7,0.0001287046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008835,"threshold_uncertainty_score":0.2005926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006536243826770118,"score_gpt":0.1945223879021186,"score_spread":0.1879861440753485,"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."}}