{"id":"W4206801482","doi":"10.1080/17508975.2011.586673","title":"From intelligent to smart cities","year":2011,"lang":"en","type":"article","venue":"Intelligent Buildings International","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smart city; World class; Class (philosophy); Tone (literature); Architectural engineering; Engineering; Computer security; Computer science; Internet of Things; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001466163,0.000447354,0.0002922567,0.00109045,0.00729517,0.0173681,0.0008702559,0.002503478,0.01155544],"category_scores_gemma":[0.003435375,0.0002437466,0.0003103752,0.00145226,0.02182492,0.01739177,0.009111511,0.005487965,0.001925945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009485552,"about_ca_system_score_gemma":0.007901866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02839176,"about_ca_topic_score_gemma":0.04567651,"domain_scores_codex":[0.9980885,0.0006302815,0.00005599836,0.0002632854,0.000500338,0.0004615613],"domain_scores_gemma":[0.998804,0.0003535506,0.00008406769,0.0001810443,0.000189935,0.0003875036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000123091,0.00001015352,0.0005087772,0.00007311211,0.0000032974,0.00008628352,0.01419781,0.0002131554,0.00008166683,0.8892099,0.07960262,0.0160008],"study_design_scores_gemma":[0.000002880453,0.000004873494,0.000477893,0.0001396465,0.000002120029,0.00005644773,0.01234357,0.0001077273,0.00007732328,0.1506379,0.83614,0.000009700127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01704081,0.02662203,0.00801931,0.1866551,0.006189059,0.00003282233,0.0001527305,0.0002129764,0.7550752],"genre_scores_gemma":[0.6718541,0.03758255,0.00446025,0.0668611,0.003592831,0.0001090352,0.0002591208,0.0004405347,0.2148405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02839176,"threshold_uncertainty_score":0.06882286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330233297117811,"score_gpt":0.2378127283100821,"score_spread":0.204789398598301,"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."}}