{"id":"W2797594622","doi":"10.1089/env.2017.0002","title":"Equal Opportunity Streets: Assessing the Equity of Publicly Provisioned Street Trees in Walk Zones Surrounding Elementary Schools","year":2018,"lang":"en","type":"article","venue":"Environmental Justice","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Fanshawe College","funders":"","keywords":"Socioeconomic status; Geography; Equity (law); Distribution (mathematics); Socioeconomics; Sociology; Political science; Demography; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001486863,0.0002805758,0.0002943457,0.0000808292,0.0005024987,0.00008648646,0.0006468878,0.000105748,0.003522531],"category_scores_gemma":[0.0001137531,0.0002228558,0.00007533154,0.0003094355,0.0007097516,0.001192354,0.001067319,0.000405867,0.0001997234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006961312,"about_ca_system_score_gemma":0.00006070157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007457554,"about_ca_topic_score_gemma":0.01916126,"domain_scores_codex":[0.9969941,0.000294353,0.0006104376,0.0005389392,0.000881913,0.0006802757],"domain_scores_gemma":[0.9985865,0.0002090002,0.0003365694,0.0005831422,0.000004468028,0.000280343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000395175,0.0004481394,0.9709993,0.00002833678,0.00001639889,0.00001283016,0.0006702218,0.00006215402,0.01118086,0.0001599364,0.001649467,0.01473286],"study_design_scores_gemma":[0.0008674696,0.0004540409,0.9695958,0.00007486801,0.000120242,0.000006245622,0.02445823,0.001071991,0.001428512,0.000398122,0.001157657,0.0003668443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948248,0.00007206748,0.0003679134,0.0006679003,0.0002021249,0.0004994101,0.00005839223,0.00003006369,0.003277383],"genre_scores_gemma":[0.9973055,0.00007684136,0.001498278,0.0006287833,0.0001548385,0.00002145345,0.00004938311,0.00002851754,0.0002364627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378801,"threshold_uncertainty_score":0.9991519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497892811464227,"score_gpt":0.3316788321058172,"score_spread":0.2818895509593945,"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."}}