{"id":"W4405932803","doi":"10.31026/j.eng.2025.01.12","title":"Public Spaces in Healthy Urban Living Environments According to The Dimensions of Health Places and The Spatial Characteristics of Vital Environments","year":2024,"lang":"en","type":"article","venue":"Journal of Engineering","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Baghdad","keywords":"Dynamism; Public health; Public space; Space (punctuation); Built environment; Urban planning; Geography; Value (mathematics); Environmental planning; Sociology; Regional science; Public relations; Political science; Architectural engineering; Computer science; Civil engineering; Medicine; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00152042,0.0001194281,0.0003215567,0.0001228846,0.00007303799,0.00003237928,0.0001950789,0.00003361326,0.00002586745],"category_scores_gemma":[0.0001131149,0.00006824451,0.00005853277,0.0001819107,0.00008837129,0.0002074624,0.0001791453,0.0002819567,0.000004772642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787463,"about_ca_system_score_gemma":0.00003246672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004028988,"about_ca_topic_score_gemma":0.000130442,"domain_scores_codex":[0.9985736,0.00008684581,0.0005934896,0.000125316,0.0003619267,0.0002588123],"domain_scores_gemma":[0.9991308,0.0003293859,0.0002802778,0.0001369426,0.000002191228,0.0001204158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001396589,0.0001572367,0.9532449,0.0002014715,0.00009372712,0.00001437811,0.01168679,0.009882927,0.008423915,0.0002063887,0.0004845913,0.01546407],"study_design_scores_gemma":[0.0008197132,0.0008192003,0.9667302,0.0009217971,0.00004214134,0.0000575624,0.001743535,0.01627748,0.0001502101,0.00002282852,0.01218908,0.0002261991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892891,0.001672822,0.004579282,0.003961908,0.0002712453,0.0002037826,0.000006081925,0.000003382353,0.00001241623],"genre_scores_gemma":[0.9985329,0.0008859507,0.0003442177,0.0001101185,0.00008238,0.000003212612,4.069976e-7,0.00001511508,0.00002569297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523787,"threshold_uncertainty_score":0.278293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452495930632691,"score_gpt":0.2248986030180463,"score_spread":0.2103736437117194,"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."}}