{"id":"W3092496025","doi":"10.14214/sf.1267","title":"Structural dynamics at boreal forest edges created by a spruce budworm outbreak","year":2015,"lang":"en","type":"article","venue":"Silva Fennica","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Saint Mary's University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Spruce budworm; Taiga; Ecology; Outbreak; Black spruce; Geography; Transect; Canopy; Forestry; Vegetation (pathology); Boreal; Snag; Disturbance (geology); Stand development; Environmental science; Tortricidae; Lepidoptera genitalia; Habitat; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003029907,0.0002956353,0.0003050955,0.00002985266,0.0001512582,0.00006333808,0.0005278605,0.0001715666,0.0003277327],"category_scores_gemma":[0.0001362914,0.0002523198,0.00008764808,0.0002581037,0.0002455063,0.0002704304,0.0004935871,0.0001875427,0.001890775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310527,"about_ca_system_score_gemma":0.00002434934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009560415,"about_ca_topic_score_gemma":0.02151654,"domain_scores_codex":[0.9979431,0.0001025035,0.0003190514,0.0005248799,0.0005214677,0.0005889738],"domain_scores_gemma":[0.9986969,0.00009859201,0.0001486613,0.0006017773,0.00001853013,0.0004356042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002180616,0.0001009988,0.7970873,0.00003173554,0.0000547581,0.00006088535,0.0006006112,0.0003379206,0.002498409,0.0001870894,0.1760941,0.02272805],"study_design_scores_gemma":[0.002371769,0.0005970228,0.8376399,0.00004842206,0.00006511217,0.0001770756,0.0001983409,0.1033479,0.001522807,0.0005976087,0.05233786,0.001096241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467411,0.000115809,0.0000304579,0.000431468,0.0005102858,0.0004275985,0.0001008969,0.0001862434,0.05145611],"genre_scores_gemma":[0.9947541,0.000005383826,0.0001911022,0.0001402329,0.00008991874,0.00003030674,0.0001942381,0.00004832132,0.004546377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237563,"threshold_uncertainty_score":0.9999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014875013950578,"score_gpt":0.2170763167157667,"score_spread":0.2069275665762609,"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."}}