{"id":"W2332594707","doi":"10.14288/1.0086622","title":"Toward sustainable communities : a planning framework for municipal and local governments","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental planning; Business; Local government; Environmental resource management; Political science; Public administration; Geography; Economics","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":[0.0297103,0.00107251,0.0009089321,0.005944678,0.01259767,0.02650804,0.006213615,0.005962898,0.006311083],"category_scores_gemma":[0.01303513,0.001094733,0.0009760588,0.01048072,0.01873652,0.01914423,0.01620156,0.005758319,0.001267716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0264537,"about_ca_system_score_gemma":0.0755306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05878652,"about_ca_topic_score_gemma":0.07869886,"domain_scores_codex":[0.9837105,0.01187843,0.0006163518,0.0006925265,0.001711151,0.001390971],"domain_scores_gemma":[0.993068,0.002303664,0.0005300396,0.0004910002,0.00180411,0.001803237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005625164,0.00003369605,0.0007422605,0.0001016187,0.000009405978,0.0002143348,0.0196678,0.006082401,0.00006723473,0.9298281,0.01677143,0.02647609],"study_design_scores_gemma":[0.00001651634,0.00002552486,0.0003050118,0.0005940378,0.00001107089,0.00009010904,0.05215053,0.003579498,0.0001021358,0.5644407,0.3786383,0.00004664415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01977536,0.009429232,0.3708773,0.2325649,0.0007482421,0.002667155,0.0007249626,0.001431901,0.361781],"genre_scores_gemma":[0.4705988,0.00912339,0.4663723,0.005830686,0.0002391578,0.00479135,0.0008556527,0.0002998455,0.04188896],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05878652,"threshold_uncertainty_score":0.191936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636912762181645,"score_gpt":0.1929598931684303,"score_spread":0.1765907655466139,"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."}}