{"id":"W4392721016","doi":"10.1007/s10668-024-04720-4","title":"The challenges and opportunities of localizing the sustainable development goals in Canadian cities – a subsidiarity check","year":2024,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Employment and Social Development Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Subsidiarity; Sustainable development; Political science; Environmental planning; Public administration; Regional science; Process management; Environmental resource management; Business; Sociology; Geography; European union; Economics; International trade; Law","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":[0.007822955,0.0005776153,0.0006084,0.001744172,0.0195824,0.01238991,0.003600008,0.002845324,0.007029654],"category_scores_gemma":[0.01360808,0.0003515209,0.0005984911,0.003554811,0.006480329,0.004275221,0.006395986,0.00395791,0.0004189287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1319278,"about_ca_system_score_gemma":0.3326076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955165,"about_ca_topic_score_gemma":0.9985126,"domain_scores_codex":[0.990455,0.001085576,0.0001981031,0.0004709389,0.003842306,0.003948098],"domain_scores_gemma":[0.9843004,0.001136235,0.0004125706,0.0005859822,0.01058114,0.002983663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002973377,0.0003376425,0.08437101,0.0009275575,0.0001975349,0.001155954,0.03768993,0.01492068,0.003005229,0.3175339,0.2382675,0.3012957],"study_design_scores_gemma":[0.00008053492,0.000146957,0.2027949,0.000987877,0.000159936,0.0002143074,0.1930094,0.007264818,0.001349487,0.03112631,0.562491,0.0003743856],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3913121,0.006923932,0.004312921,0.2741862,0.0008332753,0.0004292563,0.001150262,0.0001836958,0.3206684],"genre_scores_gemma":[0.9537754,0.003150479,0.005408067,0.008777532,0.00009287447,0.00009752914,0.0004444501,0.00007199995,0.02818167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319278,"threshold_uncertainty_score":0.957208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358122221166384,"score_gpt":0.2435398462058644,"score_spread":0.2199586239942006,"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."}}