{"id":"W3169362354","doi":"","title":"Towards regional interdisciplinary green infrastructure in Metro Vancouver","year":2021,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Green infrastructure; Placemaking; Environmental planning; Regional science; Geography; Urban planning; Engineering; Civil engineering; Urban design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005907683,0.0001817038,0.0001992361,0.0003920725,0.00006596772,0.00002373795,0.0002463854,0.0001244108,0.0002696162],"category_scores_gemma":[0.00000679414,0.0002134326,0.00009156879,0.000966998,0.00003500949,0.0002786486,0.0002431941,0.0002962072,0.000009642215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005823087,"about_ca_system_score_gemma":0.0001397046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005100714,"about_ca_topic_score_gemma":0.04624996,"domain_scores_codex":[0.9990766,0.00004656608,0.000127774,0.0002609701,0.0001789647,0.0003091378],"domain_scores_gemma":[0.9995295,0.0000324116,0.00002256409,0.0002412709,0.00007048932,0.0001037053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001122987,0.0001284145,0.5833573,0.0002660426,0.0002437805,0.006703482,0.0001599554,0.04949214,0.00009222334,0.002797361,0.3341769,0.02247014],"study_design_scores_gemma":[0.003268979,0.0001015849,0.02106635,0.0002104954,0.0001055779,4.710617e-8,0.2000679,0.01477426,0.004801512,0.008023418,0.7463869,0.001193043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646329,0.0003225867,0.0090288,0.0003513965,0.0008244062,0.0001686421,0.0000207456,0.0003330048,0.02431755],"genre_scores_gemma":[0.9961488,0.00004843872,0.00116948,0.00007654027,0.00007298643,8.41942e-7,0.00002368112,0.00002584049,0.002433422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.562291,"threshold_uncertainty_score":0.9711535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008934246608652201,"score_gpt":0.215885181533525,"score_spread":0.2069509349248728,"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."}}