{"id":"W4389220562","doi":"10.1007/978-3-031-46522-2_6","title":"Urban Environmental Sustainability: Challenges and Opportunities","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lagging; Sustainability; Transformative learning; Urban sustainability; Environmental planning; Work (physics); Urban planning; Political science; Environmental resource management; Geography; Sociology; Engineering; Civil engineering; Economics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005866166,0.0005882339,0.000373719,0.0009462725,0.001192492,0.007022088,0.00084665,0.001490578,0.02027701],"category_scores_gemma":[0.0005677972,0.0003052846,0.0002180441,0.002619914,0.002336809,0.003282655,0.00226514,0.001599366,0.004808262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294098,"about_ca_system_score_gemma":0.00367295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009393668,"about_ca_topic_score_gemma":0.04199164,"domain_scores_codex":[0.9996328,0.0001016065,0.000007448264,0.00002793679,0.000178205,0.00005194807],"domain_scores_gemma":[0.9997899,0.00007840527,0.000009326528,0.00001446051,0.00007577047,0.00003213447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004379639,0.00003055664,0.0001705979,0.0001658786,0.000003497692,0.00003756735,0.000663131,0.0007827858,0.0001236411,0.3805007,0.444432,0.1730852],"study_design_scores_gemma":[6.531598e-7,0.000002784954,0.0001636498,0.0001452181,0.000001238799,0.0000261425,0.000786667,0.000181185,0.00004887632,0.05445692,0.9441838,0.000002976509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001334398,0.08189292,0.004425346,0.03257972,0.002691773,0.00002813747,0.0001286054,0.0001211046,0.8767979],"genre_scores_gemma":[0.0334143,0.1204757,0.005558,0.006398152,0.002358648,0.00009034076,0.0003538603,0.0002372283,0.8311138],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02027701,"threshold_uncertainty_score":0.06783342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810935347883849,"score_gpt":0.2281165492915282,"score_spread":0.2000071958126897,"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."}}