{"id":"W4230202247","doi":"10.32920/ryerson.14649153","title":"Opening neighbourhood streets for community-building and children's outdoor free play","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Neighbourhood (mathematics); Psychological intervention; Perception; Urbanism; Demographics; Geography; New Urbanism; Psychology; Environmental health; Socioeconomics; Public relations; Sociology; Political science; Medicine; Architecture; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005529196,0.0002082235,0.000145759,0.000482287,0.00165771,0.001617491,0.000451371,0.0002879092,0.01303449],"category_scores_gemma":[0.001259456,0.0001283972,0.0002504746,0.0004698434,0.001282772,0.0005406479,0.002033579,0.0004032291,0.0005957113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624129,"about_ca_system_score_gemma":0.00302988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03939664,"about_ca_topic_score_gemma":0.2455887,"domain_scores_codex":[0.9994796,0.0001953978,0.000008803882,0.00004639623,0.0001221858,0.0001475751],"domain_scores_gemma":[0.9994362,0.0001332691,0.00006432911,0.00005733195,0.0000478478,0.0002609706],"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":[0.0007077103,0.002595512,0.1527925,0.001325324,0.0001017564,0.001505382,0.08828651,0.001912048,0.01099736,0.05229679,0.04034142,0.6471376],"study_design_scores_gemma":[0.0001514165,0.001026804,0.5427775,0.001139565,0.00009418219,0.0006037769,0.1068925,0.001222411,0.003751422,0.0131069,0.329158,0.00007562708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8253725,0.000980743,0.00721644,0.00153074,0.0001182588,0.0002065265,0.0006801641,0.0002376985,0.1636569],"genre_scores_gemma":[0.9790494,0.0004770313,0.007688853,0.00005865817,0.00001515092,0.0001506533,0.0001717318,0.00003148009,0.0123571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03939664,"threshold_uncertainty_score":0.07833463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611151967732316,"score_gpt":0.2781871137663749,"score_spread":0.2520755940890517,"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."}}