{"id":"W2150326790","doi":"10.1139/er-2013-0078","title":"Assessing the vulnerability of urban forests to climate change","year":2014,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Climate change; Urban forest; Vulnerability (computing); Environmental resource management; Urban climate; Adaptive capacity; Urban forestry; Vulnerability assessment; Environmental planning; Geography; Psychological resilience; Urban planning; Ecology; Environmental science; Forestry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001565449,0.0001644435,0.000295515,0.00001495154,0.0001917964,0.00002077184,0.0003071273,0.00004161407,0.0008037604],"category_scores_gemma":[0.00004837361,0.0001051644,0.0001091575,0.0001202184,0.0001917318,0.0002637441,0.000284966,0.0001334492,0.002073942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499427,"about_ca_system_score_gemma":0.000001661821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001936952,"about_ca_topic_score_gemma":0.0005721754,"domain_scores_codex":[0.9983594,0.0002944422,0.0003850499,0.0003233875,0.0002890052,0.0003487349],"domain_scores_gemma":[0.9989902,0.00006880821,0.0001856394,0.0006010997,2.33612e-7,0.0001540528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002765089,0.00006119809,0.8904817,0.00001633172,0.000001235212,2.125519e-7,0.0004525816,0.000002682559,0.001348679,0.00002343868,0.003096392,0.1045128],"study_design_scores_gemma":[0.00007027847,0.00007742399,0.7010903,0.00003261796,0.00001066731,0.000001184401,0.00003609818,0.00008570179,0.0001189829,0.00005026921,0.2983289,0.00009756632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911706,0.001448037,0.0004355625,0.001252523,0.0001118797,0.001305106,0.000005841156,0.00001638595,0.004254094],"genre_scores_gemma":[0.9956397,0.0009682149,0.0009726025,0.002030181,0.0001092837,0.000122936,0.00000517049,0.00001641466,0.0001355172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2952325,"threshold_uncertainty_score":0.9987031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05702140925696179,"score_gpt":0.3284606381837705,"score_spread":0.2714392289268087,"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."}}