{"id":"W7006528647","doi":"","title":"Trends in Urban Tree Canopy and Dimensions of Social Equity Across the Portland-Vancouver Metropolitan Area","year":2023,"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":"Metropolitan area; Canopy; Tree canopy; Census; Urban forestry; Cover (algebra); Land cover; Tree (set theory)","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":[0.0004972645,0.0001451368,0.0002373377,0.0002135294,0.0004482894,0.00002191632,0.0002387821,0.00007117143,0.0002325931],"category_scores_gemma":[0.00001344738,0.0001057664,0.00007080831,0.001353343,0.0002531518,0.0002975959,0.000451728,0.0002639858,0.00001898698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179609,"about_ca_system_score_gemma":0.00003070628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007907579,"about_ca_topic_score_gemma":0.228163,"domain_scores_codex":[0.9986303,0.00008763933,0.0001866628,0.0003014888,0.0003074194,0.0004865236],"domain_scores_gemma":[0.9994559,0.00004863625,0.000124506,0.0002064207,0.00001337224,0.0001511403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006916675,0.00004376725,0.973083,0.000006502244,0.00001930913,0.000131154,0.003370472,0.00003331337,0.0001864235,0.0001667122,0.02045197,0.002438259],"study_design_scores_gemma":[0.0008809384,0.000078352,0.9076772,0.00000659307,0.00002573958,0.000001900264,0.004517476,0.0001933126,0.00003316008,0.0001649164,0.08625058,0.000169807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848092,0.0000179155,0.00001150195,0.0003826974,0.00006882188,0.0001027802,0.0001247901,0.00003567194,0.01444665],"genre_scores_gemma":[0.97942,0.0001416,0.0000248933,0.00005939696,0.00001509632,5.830107e-7,0.00002981636,0.00001088447,0.02029774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2202554,"threshold_uncertainty_score":0.9986988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233350246080526,"score_gpt":0.2674629156482842,"score_spread":0.2441278910402316,"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."}}