{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000483197,0.000846674,0.002426011,0.0002360745,0.0005877798,0.0004982052,0.0003248134,0.000996867,0.00001448557],"category_scores_gemma":[0.0001755841,0.0007391933,0.0005683216,0.0008134959,0.0006272189,0.0002722237,0.0008016675,0.001460402,0.000002221435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000493722,"about_ca_system_score_gemma":0.0003340517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008928208,"about_ca_topic_score_gemma":0.000003511806,"domain_scores_codex":[0.997138,0.00004011093,0.0007930778,0.0006510537,0.0002312327,0.001146543],"domain_scores_gemma":[0.9988707,0.0002543958,0.0001523293,0.0005511053,0.00008808177,0.00008334535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[4.513903e-7,0.000002279313,0.000002154946,0.7323564,0.0002480398,0.0000373539,0.000502328,0.000004109245,1.06331e-8,0.008572546,0.007448333,0.250826],"study_design_scores_gemma":[0.0000591503,0.00004012583,1.579238e-7,0.4351554,0.0007632673,0.000105156,0.03683688,0.0005511394,3.176646e-7,0.003482615,0.5222227,0.0007830384],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005919093,0.9937888,0.0008239403,0.000231543,0.0003656136,0.001597566,0.00004641508,0.002697083,0.0003898444],"genre_scores_gemma":[0.00002380906,0.9971007,0.001361859,0.0002013169,0.0001600611,0.0003426526,0.00001792838,0.0001724935,0.0006192044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5147744,"threshold_uncertainty_score":0.9995059,"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."}}