{"id":"W1981015728","doi":"10.1016/j.envpol.2012.04.012","title":"Reply to “Comment on “The study of urban metabolism and its applications to urban planning and design” by Kennedy et al. (2011)”","year":2012,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Urban metabolism; Urban planning; Urban design; Engineering; Urban density; Civil engineering","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":[0.007087648,0.001549901,0.00177737,0.001330641,0.005195885,0.004215178,0.004627275,0.05651401,0.0126728],"category_scores_gemma":[0.0411981,0.001413366,0.002244212,0.001513449,0.005158936,0.00537277,0.003652126,0.0498505,0.0123527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005341802,"about_ca_system_score_gemma":0.007884309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02906989,"about_ca_topic_score_gemma":0.03688042,"domain_scores_codex":[0.9947238,0.001008251,0.0006880035,0.001040685,0.001781581,0.0007577453],"domain_scores_gemma":[0.978704,0.009042303,0.001939364,0.000638874,0.007606457,0.002068951],"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":[0.00002283838,0.000006939506,0.0001572938,0.00004747133,0.00001007658,0.00007861447,0.0001034474,0.00002320152,0.00007599308,0.0006446214,0.9977403,0.001089178],"study_design_scores_gemma":[0.00006476967,0.00004076437,0.003197267,0.0003330186,0.00004923048,0.0003236165,0.0008141484,0.0002016976,0.0006522001,0.003856653,0.9903605,0.0001060287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001556523,0.0007395911,0.00009826636,0.9754714,0.02267063,0.00001006708,0.0001490954,0.00004425188,0.0006610271],"genre_scores_gemma":[0.0006912645,0.0002406054,0.0000766593,0.9883162,0.008443312,0.00002593963,0.00002700226,0.00001580749,0.002163243],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05651401,"threshold_uncertainty_score":0.05780137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980211080863596,"score_gpt":0.2418574073595822,"score_spread":0.2220552965509462,"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."}}