{"id":"W2224846380","doi":"10.5558/tfc2011-091","title":"Review of science-based assessments of species vulnerability: Contributions to decision-making for assisted migration","year":2011,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; Natural Resources Canada; U.S. Forest Service","keywords":"Vulnerability (computing); Climate change; Vulnerability assessment; Environmental resource management; Index (typography); Forest management; Ecology; Geography; Environmental science; Forestry; Computer science; Biology; Psychological resilience","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.005167599,0.0009746459,0.002032954,0.006357447,0.0004849235,0.002501747,0.001805876,0.001931006,0.003042537],"category_scores_gemma":[0.01579942,0.0005480907,0.0009846358,0.009562343,0.001297399,0.003099499,0.0009451277,0.001416401,0.0008891294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003960671,"about_ca_system_score_gemma":0.006666581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257693,"about_ca_topic_score_gemma":0.02263638,"domain_scores_codex":[0.9971098,0.001051431,0.0004946906,0.0002323841,0.001031443,0.00008032558],"domain_scores_gemma":[0.980884,0.0125548,0.001391611,0.0002813622,0.004610427,0.0002778594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000542052,0.00004317981,0.0008502002,0.03661051,0.0002667134,0.0001070313,0.000155378,0.004924412,0.0003383006,0.01536666,0.04032616,0.9009573],"study_design_scores_gemma":[0.0000201909,0.000108216,0.005063575,0.05720382,0.0004012516,0.0003737905,0.0003247517,0.001822882,0.000325544,0.02360253,0.9106677,0.00008576406],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001932902,0.9934537,0.00176801,0.001888001,0.0005369,0.00001561339,0.00005891262,0.000007923936,0.002077607],"genre_scores_gemma":[0.002994754,0.9936171,0.001956437,0.0005471,0.0005019641,0.00002133868,0.00005088167,0.000004216056,0.0003063312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01257693,"threshold_uncertainty_score":0.02873677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449935932216686,"score_gpt":0.3324327206816552,"score_spread":0.2979333613594883,"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."}}