{"id":"W1161349351","doi":"10.11575/prism/33908","title":"Urban Sustainability: Learning from Evaluation of Community Plans in Calgary","year":2009,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Education, Management, Technology, Human Resources","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Sustainability; Urban sustainability; Environmental planning; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01442912,0.0003993992,0.0006147256,0.001052222,0.00213323,0.006526017,0.001198265,0.0009349679,0.006266359],"category_scores_gemma":[0.03729932,0.0002520841,0.0002735328,0.002376349,0.002248922,0.001930665,0.002509292,0.001998468,0.0003245039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01713156,"about_ca_system_score_gemma":0.0175822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.290489,"about_ca_topic_score_gemma":0.5908607,"domain_scores_codex":[0.9948524,0.003233848,0.0001850069,0.0001898697,0.001278675,0.0002602257],"domain_scores_gemma":[0.9810866,0.0128425,0.0006720474,0.0006709638,0.00405041,0.0006775354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003832055,0.0004283541,0.01855024,0.001041232,0.0001383488,0.0006908794,0.03930729,0.01770021,0.0003825246,0.02458199,0.1997778,0.6970179],"study_design_scores_gemma":[0.0003222194,0.0006160398,0.1034475,0.004006129,0.0002348089,0.00009780175,0.1362721,0.02002567,0.002824723,0.07645614,0.6555276,0.0001692742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.480352,0.02040057,0.01984089,0.1368343,0.00463344,0.001356117,0.001386364,0.0005756969,0.3346205],"genre_scores_gemma":[0.9208115,0.01332168,0.02433655,0.002686503,0.001013436,0.0003798504,0.0008918297,0.000187401,0.03637125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.709511,"threshold_uncertainty_score":0.5775963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07610204964011927,"score_gpt":0.328103654231105,"score_spread":0.2520016045909858,"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."}}