{"id":"W2559628630","doi":"10.5539/jsd.v9n6p75","title":"Improving Walkability to Schools: A GIS Approach with Reference to the Gaza Strip","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Walkability; Gaza strip; Palestine; Transport engineering; Environmental planning; Urban planning; Geography; Built environment; Business; Civil engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005336445,0.0007242461,0.0003069458,0.006022394,0.00121443,0.005374153,0.0006829053,0.0007076316,0.00455639],"category_scores_gemma":[0.001766297,0.0003520242,0.0004438449,0.007525378,0.0009132334,0.001838669,0.001748329,0.0006827192,0.0005216587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586376,"about_ca_system_score_gemma":0.001401008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01848245,"about_ca_topic_score_gemma":0.0311066,"domain_scores_codex":[0.9996012,0.0002078717,0.00002963388,0.00005392515,0.00005709891,0.00005026803],"domain_scores_gemma":[0.9994521,0.0002694259,0.00008680258,0.00003211346,0.0001269067,0.00003260357],"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":[0.0002734086,0.0003243399,0.1614519,0.003968898,0.0002138653,0.007488714,0.1038682,0.0173573,0.008895248,0.06542514,0.0205189,0.6102141],"study_design_scores_gemma":[0.0000574514,0.0003367717,0.186454,0.002748288,0.000392917,0.003711454,0.3466319,0.01848024,0.004101233,0.02487532,0.4120204,0.0001900579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6726779,0.01377319,0.08484282,0.01126816,0.0003873253,0.0007735857,0.009226634,0.001092519,0.2059579],"genre_scores_gemma":[0.8772501,0.007996202,0.1037926,0.0001987943,0.00004724611,0.0002878148,0.001549302,0.00007201212,0.008805818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01848245,"threshold_uncertainty_score":0.03674972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638119160564828,"score_gpt":0.2286279194427518,"score_spread":0.2122467278371036,"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."}}