{"id":"W1989426878","doi":"10.1080/13549839.2011.613235","title":"Sustainable communities, an introduction","year":2011,"lang":"en","type":"article","venue":"Local Environment","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Selection (genetic algorithm); Political science; Sustainable community; Sustainable development; Environmental ethics; Geography; Sociology; Computer science; Law","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":[0.001234894,0.0009741706,0.000530489,0.002102396,0.003610189,0.007052991,0.0009727881,0.004312474,0.02538775],"category_scores_gemma":[0.002500121,0.0003272007,0.0003173224,0.002694526,0.003376376,0.008022108,0.004708793,0.004211884,0.004560417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399291,"about_ca_system_score_gemma":0.005539306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008989039,"about_ca_topic_score_gemma":0.02015324,"domain_scores_codex":[0.9990401,0.0002677315,0.000048359,0.0001503663,0.0003789099,0.0001145189],"domain_scores_gemma":[0.9992744,0.0002457264,0.00003378807,0.00004233842,0.0002077263,0.0001958838],"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":[0.000006801647,0.00004132592,0.0002141926,0.0004086657,0.000003083494,0.00005985373,0.001333365,0.0001938057,0.0001133799,0.1178224,0.8182074,0.06159573],"study_design_scores_gemma":[8.588151e-7,0.000004845312,0.0000923726,0.0002343579,5.082263e-7,0.00002479736,0.0004378698,0.00001758398,0.00000880825,0.008994086,0.9901812,0.000002610701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001554866,0.2972889,0.003644549,0.2263928,0.1260205,0.0001539024,0.0009478033,0.0001806159,0.343816],"genre_scores_gemma":[0.02719035,0.3695249,0.007001603,0.09452053,0.06928834,0.0004597247,0.001474532,0.0004200876,0.4301199],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02538775,"threshold_uncertainty_score":0.08493054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234214240522952,"score_gpt":0.2208767575359394,"score_spread":0.1974553334836442,"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."}}