{"id":"W4403343166","doi":"10.1016/j.scs.2024.105888","title":"Bridging smart technologies and healthy cities: A scoping review using WHO's 6P framework","year":2024,"lang":"en","type":"review","venue":"Sustainable Cities and Society","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Social Innovation","funders":"","keywords":"Bridging (networking); Architectural engineering; Computer science; Geography; Engineering; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01427756,0.002060229,0.006297229,0.02109438,0.001323263,0.006257668,0.002541694,0.004287457,0.005876729],"category_scores_gemma":[0.02600812,0.001227626,0.005538549,0.02444768,0.002061682,0.00557751,0.00437558,0.002878363,0.0008966607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004859439,"about_ca_system_score_gemma":0.02690897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367898,"about_ca_topic_score_gemma":0.03785634,"domain_scores_codex":[0.9948132,0.001472421,0.001604275,0.0005441459,0.001266375,0.0002995078],"domain_scores_gemma":[0.9785966,0.01664527,0.002089454,0.0003083294,0.002053587,0.0003066857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007567411,0.00005523804,0.000391446,0.7329881,0.001569809,0.0001766042,0.0007053962,0.0003084916,0.0003461495,0.006913187,0.007453294,0.2490165],"study_design_scores_gemma":[0.00003935764,0.00006551013,0.001130644,0.8331974,0.009045699,0.0002403305,0.0007300852,0.000105418,0.0002099207,0.003010116,0.1521874,0.00003828519],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001068351,0.9979423,0.0002872488,0.0006250572,0.0001562884,0.0001327316,0.0001379401,0.000005771343,0.0006058152],"genre_scores_gemma":[0.001322887,0.9968752,0.0008927723,0.0004623065,0.00004716567,0.0001942793,0.00008310295,0.000003042186,0.0001192174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02109438,"threshold_uncertainty_score":0.07550788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720802017593485,"score_gpt":0.3075507175032988,"score_spread":0.2803426973273639,"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."}}