{"id":"W2594942036","doi":"","title":"Can Tree Ring Analyses Predict Resilience of Black Spruce Forests to Fire in Interior Alaska","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Black spruce; Dendrochronology; Forestry; Resilience (materials science); Geography; Tree (set theory); Taiga; Environmental science; Physical geography; Archaeology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180811,0.0002496601,0.0002839938,0.0007283547,0.0005599838,0.001153368,0.0003451194,0.0004235156,0.001455586],"category_scores_gemma":[0.003428213,0.0002221921,0.0004038471,0.0004249697,0.000284725,0.00124549,0.0005076065,0.0003119465,0.0002699541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004993625,"about_ca_system_score_gemma":0.0005084518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05532512,"about_ca_topic_score_gemma":0.1444987,"domain_scores_codex":[0.9997931,0.00004861526,0.00001927946,0.00006573011,0.00002063156,0.00005258755],"domain_scores_gemma":[0.9984221,0.000464075,0.0004291619,0.0002252026,0.0002368229,0.0002225707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007342102,0.00002691459,0.99085,0.000007760447,0.000104057,0.00003075393,0.0001381966,0.005424909,0.0003221735,0.00006260676,0.0001854215,0.002773876],"study_design_scores_gemma":[0.000005891559,0.00003611038,0.9817601,0.00002223517,0.000093594,0.00003861614,0.001012117,0.01576183,0.0002556297,0.0005645194,0.0004372212,0.0000121152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989924,0.00005386425,0.0001563035,0.00005172976,0.000008131346,0.000001723812,0.0002371049,0.000006851867,0.0004919796],"genre_scores_gemma":[0.9994391,0.00003990623,0.0001164993,0.00001321911,0.000004243443,0.000001767084,0.0002155067,0.000003545302,0.0001662544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05532512,"threshold_uncertainty_score":0.1100062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214270995566602,"score_gpt":0.2797473017710957,"score_spread":0.2576045918154297,"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."}}