{"id":"W7042933650","doi":"","title":"Pursuing Equitable Urban Tree Canopy Coverage in Vancouver, WA","year":2022,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canopy; Urban forestry; Tree canopy; Urban forest; Tree (set theory); Tree health; Census","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":[0.0004000827,0.0001595274,0.0001514164,0.0006152537,0.005148755,0.002295374,0.0008114753,0.0003769089,0.005627087],"category_scores_gemma":[0.001081363,0.0001543244,0.0001135442,0.0009678546,0.0004307964,0.0003950794,0.001804165,0.0007177407,0.0007329254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008163269,"about_ca_system_score_gemma":0.01955308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.877627,"about_ca_topic_score_gemma":0.9825022,"domain_scores_codex":[0.9994714,0.00007420246,0.00001290509,0.00004162639,0.0001203281,0.0002795702],"domain_scores_gemma":[0.9990349,0.00004728106,0.00002489855,0.00002148269,0.0003423679,0.0005290783],"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":[0.0001646061,0.0006598004,0.3864804,0.0003359044,0.00007607618,0.002278119,0.01742412,0.001069075,0.003463684,0.007639172,0.1381434,0.4422656],"study_design_scores_gemma":[0.00007125102,0.0002002529,0.6386396,0.0006972522,0.00004322866,0.0006890498,0.08644149,0.00227339,0.001057538,0.003107226,0.2667038,0.00007594402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8184751,0.001378931,0.001218025,0.007059511,0.000152998,0.0003991101,0.001528673,0.0001202525,0.1696675],"genre_scores_gemma":[0.9498792,0.001418047,0.002481914,0.002339345,0.00002160082,0.0002694684,0.001062358,0.00004860371,0.04247953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.877627,"threshold_uncertainty_score":0.2461873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008872560545278293,"score_gpt":0.1881461874790335,"score_spread":0.1792736269337552,"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."}}