{"id":"W2334050802","doi":"10.14288/1.0167084","title":"A multi-layer urban canopy model for neighbourhoods with trees","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canopy; Layer (electronics); Environmental science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001840327,0.0004132647,0.0005755657,0.0002786703,0.0006857541,0.001085244,0.001518631,0.001155886,0.002945954],"category_scores_gemma":[0.0005282198,0.0004360288,0.001009078,0.0004383171,0.0003347959,0.0008337267,0.0009969634,0.000714544,0.0004590109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008391016,"about_ca_system_score_gemma":0.00109876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02303289,"about_ca_topic_score_gemma":0.01977546,"domain_scores_codex":[0.9999084,0.00001796701,0.000005651165,0.0000220552,0.00002410813,0.00002180524],"domain_scores_gemma":[0.9998797,0.00004391763,0.00001583114,0.000009208726,0.00002881172,0.00002241136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001721265,0.00002088942,0.0007361242,0.00002785132,0.00001764762,0.00006239967,0.00004004964,0.9877713,0.0007951752,0.006259025,0.0007884821,0.003463847],"study_design_scores_gemma":[0.000004955004,0.000004633474,0.00014032,0.000005207846,0.000004874974,0.00001021204,0.000008772084,0.9978224,0.00006205464,0.0008392427,0.001093292,0.000004037035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2364005,0.001891813,0.6975582,0.0009479485,0.0003038831,0.0002108724,0.003134945,0.001296447,0.05825536],"genre_scores_gemma":[0.8926329,0.0008398794,0.08782957,0.0002055458,0.00007879372,0.0002698385,0.001356102,0.0002328486,0.01655459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02303289,"threshold_uncertainty_score":0.04579765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015188428072447,"score_gpt":0.1697013776163518,"score_spread":0.1595494933356274,"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."}}