{"id":"W2052874518","doi":"10.2495/sc080621","title":"Green living envelopes for food and energy production in cities","year":2008,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photovoltaic system; Downtown; Energy consumption; Environmental science; Production (economics); Energy conservation; Solar energy; Architectural engineering; Environmental engineering; Engineering; Geography","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":[0.0004369488,0.000292881,0.0001594583,0.0003372183,0.0007233801,0.001772234,0.0003211541,0.0007115859,0.004919911],"category_scores_gemma":[0.0007629814,0.0001163778,0.0003635778,0.0003447491,0.001299529,0.001300806,0.001963309,0.0004404986,0.0003339104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006155241,"about_ca_system_score_gemma":0.0006013743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006002546,"about_ca_topic_score_gemma":0.001384682,"domain_scores_codex":[0.9996889,0.0001464176,0.000006091955,0.00002241549,0.00008190436,0.00005433917],"domain_scores_gemma":[0.9997868,0.00008602079,0.00003322139,0.00003345651,0.00003096639,0.00002955724],"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":[0.0001714863,0.0002469827,0.003004111,0.0002506676,0.00003560376,0.0005164449,0.001301368,0.06172363,0.0146083,0.8028716,0.002238676,0.1130311],"study_design_scores_gemma":[0.0001058425,0.0004781965,0.01052546,0.0004666325,0.00009804813,0.0005019253,0.007366255,0.07611509,0.03274359,0.6880744,0.1834213,0.0001033798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6383325,0.004248002,0.1209903,0.006613442,0.000353094,0.00007925809,0.00007642469,0.0001915833,0.2291155],"genre_scores_gemma":[0.9857414,0.0009899292,0.006866845,0.0001140553,0.0000325066,0.00002026485,0.00001322791,0.00001846321,0.006203302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004919911,"threshold_uncertainty_score":0.01645875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009193961216910145,"score_gpt":0.165521957853366,"score_spread":0.1563279966364558,"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."}}