{"id":"W3196706872","doi":"10.4324/9780429056161","title":"Urban Blue Spaces","year":2021,"lang":"en","type":"book","venue":"","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.0004840813,0.0009447847,0.0004774602,0.001215153,0.003977913,0.009195527,0.001564375,0.002206631,0.136081],"category_scores_gemma":[0.001457125,0.0003934595,0.0008472117,0.001765486,0.002864228,0.006117757,0.007581197,0.002313753,0.03469773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211878,"about_ca_system_score_gemma":0.001578302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471411,"about_ca_topic_score_gemma":0.009070231,"domain_scores_codex":[0.9990956,0.0002922987,0.00003468726,0.0001246577,0.0003043695,0.0001484172],"domain_scores_gemma":[0.9995508,0.0001428691,0.00002843448,0.00008453057,0.00008964854,0.0001037728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003387748,0.00003050324,0.0002920712,0.0004354809,0.000007129761,0.0003024109,0.004550354,0.000779457,0.0002933016,0.3615491,0.5154322,0.1162942],"study_design_scores_gemma":[9.787748e-7,0.000003705073,0.00006096606,0.00009879287,8.121218e-7,0.00008188888,0.0006866961,0.000041001,0.00003870932,0.004850836,0.9941326,0.000003118762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002200772,0.007087864,0.009272549,0.005747927,0.00386107,0.00009844235,0.0006621609,0.0007533006,0.9703159],"genre_scores_gemma":[0.03223718,0.008000255,0.0112053,0.004076073,0.0008565745,0.0002177641,0.001026066,0.0008505216,0.9415302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.136081,"threshold_uncertainty_score":0.4552363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009511161060120212,"score_gpt":0.1864865318187596,"score_spread":0.1769753707586394,"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."}}