{"id":"W2611081263","doi":"","title":"Dynamics of change in Alaska's boreal forests: resilience and vulnerability in response to climate warming","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Taiga; Boreal; Resilience (materials science); Vulnerability (computing); Environmental science; Psychological resilience; Geography; Dendroclimatology; Global warming; Physical geography; Climatology; Ecology; Forestry; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004571991,0.0001231531,0.0001493541,0.0006973174,0.0008441797,0.001132465,0.0002144178,0.0004872002,0.001152606],"category_scores_gemma":[0.001538056,0.0001476046,0.0002440938,0.0005562275,0.0007189185,0.001047331,0.0007729619,0.0004035429,0.00006627095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009992027,"about_ca_system_score_gemma":0.0005723466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06489436,"about_ca_topic_score_gemma":0.1312975,"domain_scores_codex":[0.9998685,0.00002777609,0.00001275556,0.00003040917,0.00002029379,0.00004023937],"domain_scores_gemma":[0.999393,0.0001504688,0.0001961825,0.00004446717,0.00009891635,0.0001169227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001244243,0.00005057629,0.9862896,0.00001651871,0.0001065133,0.0001500685,0.001313924,0.004290714,0.001100019,0.0008180757,0.0003755585,0.005364046],"study_design_scores_gemma":[0.000001980214,0.00001643434,0.9953289,0.000005096338,0.00001752839,0.00005599877,0.001622372,0.001810872,0.00006667215,0.000671292,0.0003971,0.000005810234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998722,0.0001231481,0.0000472814,0.000202184,0.000005938524,0.000001578149,0.0001045728,0.000002668745,0.0007906355],"genre_scores_gemma":[0.9997799,0.00004805246,0.00001994718,0.00001188196,0.000003589757,9.418619e-7,0.00003612295,6.797123e-7,0.00009909932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06489436,"threshold_uncertainty_score":0.1290333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488165848989383,"score_gpt":0.3152943596762658,"score_spread":0.290412701186372,"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."}}