{"id":"W4414534002","doi":"10.1007/s13280-025-02247-0","title":"The best laid plans: How do adopted city sustainability goals influence site-level action in urban forestry?","year":2025,"lang":"en","type":"article","venue":"AMBIO","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council; Canada Research Chairs","keywords":"Sustainability; Urban sustainability; Work (physics); Action (physics); Urban planning; Ecosystem services; Sustainability organizations; Urban ecosystem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008696166,0.0001511788,0.0002177694,0.001065013,0.002453417,0.006272832,0.0007107662,0.001091043,0.002652488],"category_scores_gemma":[0.02145052,0.0002498135,0.0002296207,0.001230732,0.005739943,0.003362006,0.003100139,0.001698038,0.0002416299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005651268,"about_ca_system_score_gemma":0.007077058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04080562,"about_ca_topic_score_gemma":0.1060939,"domain_scores_codex":[0.992227,0.005058412,0.0001538281,0.0005637373,0.0008905013,0.001106458],"domain_scores_gemma":[0.9836347,0.008427096,0.002727628,0.0007899905,0.002127346,0.002293178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001300309,0.000387507,0.5967642,0.0001867468,0.0001207904,0.0004505551,0.2692851,0.002119935,0.000940348,0.07363335,0.003604944,0.05237648],"study_design_scores_gemma":[0.00001876013,0.00009430276,0.4847713,0.0002638209,0.00004482926,0.00007959512,0.4628528,0.00192886,0.0005405335,0.02442755,0.02491793,0.0000596616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418485,0.0001984132,0.002046417,0.004598634,0.00002318242,0.0000558559,0.00008213051,0.00001177046,0.05113526],"genre_scores_gemma":[0.998995,0.00004616207,0.0002856073,0.0001332445,0.000001611127,0.00001493707,0.00001818198,0.00000639804,0.0004987943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04080562,"threshold_uncertainty_score":0.08113617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433344519520329,"score_gpt":0.2483478882646266,"score_spread":0.2340144430694233,"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."}}