{"id":"W4290993424","doi":"10.3390/f13081268","title":"Spatiotemporal Characteristics of Public Recreational Activity in Urban Green Space under Summer Heat","year":2022,"lang":"en","type":"article","venue":"Forests","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Recreation; Urbanization; Urban heat island; Environmental science; Public space; Urban planning; China; Urban green space; Geography; Public park; Heat stress; Environmental planning; Environmental protection; Space (punctuation); Meteorology; Ecology; Civil engineering; Atmospheric sciences; Architectural engineering; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002402104,0.00007435048,0.0001050714,0.00005627465,0.00007468799,0.000008175345,0.0001146037,0.00003084571,0.002141274],"category_scores_gemma":[0.00002326962,0.00007868389,0.00002862349,0.0002454911,0.00007116635,0.0002014798,0.0001466519,0.0001200876,0.00003443766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003232118,"about_ca_system_score_gemma":0.00003092047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796788,"about_ca_topic_score_gemma":0.007867595,"domain_scores_codex":[0.9990877,0.0001047872,0.0001435755,0.0001721703,0.0003265333,0.0001652127],"domain_scores_gemma":[0.9996901,0.00004141262,0.00005878032,0.0001518611,0.00000612802,0.00005176671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002330665,0.0000997391,0.9941651,0.00000385683,0.000003122407,0.000002265782,0.0002124018,0.0001905128,0.001368575,0.000386268,0.001665495,0.001879369],"study_design_scores_gemma":[0.0002163938,0.00006170519,0.9938539,0.000003458598,0.000002868045,0.00000225038,0.00002025768,0.001416356,0.0004926598,0.0005545687,0.003294189,0.00008142582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974086,0.00001095771,0.0002823171,0.0007130565,0.00007945013,0.0001697586,0.00005762381,0.00001291078,0.001265277],"genre_scores_gemma":[0.9986196,0.000002012823,0.00009336379,0.00005201819,0.00002815466,0.00003347842,0.0001108062,0.000009598186,0.00105101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005070807,"threshold_uncertainty_score":0.9987709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995913721534942,"score_gpt":0.2406081665264208,"score_spread":0.2106490293110714,"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."}}