{"id":"W4226354451","doi":"10.55612/s-5002-050-004","title":"The Ethical Smart City Framework & Toolkit: An Inclusive Application of Human-Centered Design and Public Engagement in Smart City Development","year":2021,"lang":"en","type":"article","venue":"Interaction design & architecture(s)/ID&A Interaction design & architecture(s)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Smart city; Heuristics; Usability; Computer science; Sustainable development; Public engagement; Engineering management; Internet of Things; Engineering; World Wide Web; Human–computer interaction; Political science; Public relations","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002498104,0.0009895406,0.0009133831,0.001052568,0.001065011,0.000571489,0.0009478436,0.0008552241,0.0002890151],"category_scores_gemma":[0.00162618,0.0008822886,0.0002361304,0.001053295,0.0004401218,0.0005448511,0.0005257871,0.004737302,0.00003359048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008881873,"about_ca_system_score_gemma":0.0002846013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002176092,"about_ca_topic_score_gemma":0.001290465,"domain_scores_codex":[0.9924779,0.002415804,0.001796959,0.001257133,0.0009227237,0.001129487],"domain_scores_gemma":[0.9921565,0.005129977,0.0006013951,0.001355596,0.0004237685,0.0003327596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002507941,0.001119326,0.002234751,0.0003914977,0.001297611,0.0001010203,0.01518948,0.2967736,0.1467439,0.002827323,0.002152523,0.5286611],"study_design_scores_gemma":[0.005314607,0.002242379,0.01386102,0.002019996,0.0004034446,0.001856757,0.007162275,0.07863658,0.4966736,0.09541011,0.291049,0.005370239],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1437413,0.0003634236,0.8504748,0.001510646,0.001125181,0.001822424,0.00001563883,0.0007201846,0.0002263964],"genre_scores_gemma":[0.8945509,0.0002128378,0.1032676,0.0004220118,0.0002124679,0.001024154,0.00011275,0.0001394267,0.00005783112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7508096,"threshold_uncertainty_score":0.9993628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06726615115869314,"score_gpt":0.3136098036717992,"score_spread":0.2463436525131061,"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."}}