{"id":"W3007896821","doi":"10.1007/s00267-020-01270-z","title":"Vulnerability of Common Urban Forest Species to Projected Climate Change and Practitioners Perceptions and Responses","year":2020,"lang":"en","type":"article","venue":"Environmental Management","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"General Electric (Canada); University of Toronto","funders":"","keywords":"Vulnerability (computing); Climate change; Forest management; Nature Conservation; Geography; Urban forest; Perception; Urban forestry; Environmental resource management; Agroforestry; Ecology; Forestry; Environmental science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001507495,0.0001301809,0.0001482464,0.00003532061,0.0001609205,0.00001761785,0.00008267821,0.00002809679,0.0007189193],"category_scores_gemma":[0.000005591212,0.0001265473,0.00002259884,0.0001053211,0.000245041,0.0001987628,0.00050412,0.00007871346,0.0001134165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076074,"about_ca_system_score_gemma":9.085788e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547512,"about_ca_topic_score_gemma":0.0003266711,"domain_scores_codex":[0.998965,0.00007302259,0.0001794451,0.0003468925,0.0002219609,0.0002136903],"domain_scores_gemma":[0.9995557,0.00002483575,0.00006584929,0.0001719186,6.322052e-7,0.000181068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056449,0.0001224826,0.9913289,0.00005621428,0.000009529865,0.000005174511,0.002895563,0.00001313166,0.001839626,0.0001909183,0.001449212,0.001983589],"study_design_scores_gemma":[0.0002599952,0.0003199757,0.9871281,0.00001206054,0.00002663899,0.000001642356,0.002284964,0.000107985,0.00004275335,0.00002889463,0.009658644,0.0001283165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922397,0.00003529578,0.00004922898,0.004284915,0.0000167108,0.0009234948,0.00006752618,0.00002500512,0.002358182],"genre_scores_gemma":[0.9964167,0.0005021803,0.001332317,0.001305809,0.00002935651,0.00008473459,0.00001755937,0.00001202654,0.0002993007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008209432,"threshold_uncertainty_score":0.7871662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992350521705461,"score_gpt":0.2619344479650532,"score_spread":0.2220109427479986,"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."}}