{"id":"W4408197554","doi":"10.18280/ijsdp.200235","title":"Activation of Sustainable Urban Mobility in Aging Residential Complexes “Zayouna Residential Neighborhood in Baghdad” as a Case Study","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental planning; Geography; Environmental health; Business; Medicine","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":[0.000503061,0.0002250225,0.0002368628,0.000523266,0.008502454,0.001722554,0.0009116195,0.001222058,0.003075346],"category_scores_gemma":[0.0005613979,0.0001269959,0.0002978006,0.0006773559,0.001997228,0.0007724517,0.002523837,0.0008431138,0.0002448934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002851429,"about_ca_system_score_gemma":0.002390929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04500046,"about_ca_topic_score_gemma":0.1728846,"domain_scores_codex":[0.9994445,0.0002269941,0.00001052527,0.00004627432,0.00003624154,0.0002355225],"domain_scores_gemma":[0.9996855,0.00006248382,0.00004588422,0.00001990641,0.00004621041,0.0001399535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004966562,0.002117163,0.2683091,0.0003081388,0.00006795905,0.02573397,0.6160323,0.001820062,0.002687619,0.03072344,0.008202737,0.04350091],"study_design_scores_gemma":[0.00001425894,0.0002574696,0.07632885,0.00009019089,0.00003404452,0.002008859,0.8919041,0.000943651,0.0005204209,0.001304795,0.02657126,0.00002206847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949778,0.00005905243,0.00009290756,0.0003537167,0.000008517115,0.00001330934,0.00002259745,0.000002851861,0.004469223],"genre_scores_gemma":[0.9976135,0.00008209415,0.0001528937,0.00003385774,0.000003736074,0.00001381496,0.00001852141,0.000001816041,0.002079932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04500046,"threshold_uncertainty_score":0.08947706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160538196078812,"score_gpt":0.3251464192548876,"score_spread":0.3035410372940994,"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."}}