{"id":"W4404960431","doi":"10.1080/23748834.2024.2426948","title":"Developing and testing an audit tool for activity-friendly parks in dense urban areas of Asia","year":2024,"lang":"en","type":"article","venue":"Cities & Health","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science","keywords":"Audit; Business; Environmental planning; Geography; Environmental resource management; Environmental science; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02174997,0.0006461014,0.0005618754,0.002387075,0.0008840557,0.001195846,0.001090148,0.0004981903,0.002015485],"category_scores_gemma":[0.03159733,0.0004885256,0.0009394833,0.001521641,0.0007637361,0.001732033,0.002422092,0.0007350119,0.0005180893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183325,"about_ca_system_score_gemma":0.004653338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00364255,"about_ca_topic_score_gemma":0.009991495,"domain_scores_codex":[0.9893708,0.005744774,0.001663554,0.0005223214,0.002030073,0.0006685405],"domain_scores_gemma":[0.9726769,0.01099877,0.002917827,0.002086492,0.01033523,0.000984721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000614185,0.001945387,0.4505904,0.001977539,0.0001252359,0.0009876704,0.0368368,0.003080778,0.0101256,0.001329103,0.006088442,0.4862989],"study_design_scores_gemma":[0.0003287506,0.004976089,0.8268902,0.002064967,0.0002883937,0.002016839,0.07527786,0.02130751,0.02265173,0.002587457,0.04131786,0.0002923828],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544534,0.000181301,0.03120202,0.0004245914,0.0001070882,0.006387201,0.0007056296,0.0003903411,0.006148451],"genre_scores_gemma":[0.8293896,0.0003915687,0.1598646,0.0001849659,0.00002489941,0.007328661,0.0009036945,0.00005673383,0.001855247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174997,"threshold_uncertainty_score":0.1150262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968529960454109,"score_gpt":0.3015605262791901,"score_spread":0.261875226674649,"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."}}