{"id":"W4383506261","doi":"10.1007/978-3-031-32828-2_1","title":"The Smart C$$^{3}$$ Model—Smart Citizens, Communities and Cities","year":2023,"lang":"en","type":"book-chapter","venue":"Studies in big data","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Megacity; Smart city; Smart grid; Baseline (sea); Business; Computer science; Geography; Architectural engineering; Computer security; Engineering; Internet of Things; Political science; Economy; Economics; Electrical engineering","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":[0.0009135907,0.0005847605,0.0003493874,0.001130625,0.004780315,0.0109344,0.001297522,0.003875251,0.02691092],"category_scores_gemma":[0.001576936,0.0003647777,0.000371045,0.002890976,0.01258187,0.01460283,0.003416053,0.00545737,0.004011998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005626654,"about_ca_system_score_gemma":0.004903495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03071162,"about_ca_topic_score_gemma":0.04274975,"domain_scores_codex":[0.9992488,0.0003053653,0.00001366326,0.0001038993,0.000187009,0.0001411983],"domain_scores_gemma":[0.9993415,0.0002857815,0.00003172321,0.0001088807,0.00009328985,0.000138752],"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":[0.000001452665,0.00000326841,0.00002660729,0.000005443582,4.637408e-7,0.000005180489,0.0001879611,0.0001153027,0.000009722036,0.9823332,0.01377134,0.003540067],"study_design_scores_gemma":[0.000002750127,0.000004219317,0.0001247345,0.00005065811,0.000001493887,0.00002263821,0.001012604,0.000964371,0.00005994958,0.7786554,0.2190921,0.000009142495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003810634,0.002522063,0.01571956,0.03370566,0.0007498922,0.00004283697,0.0001758166,0.0001580801,0.9431154],"genre_scores_gemma":[0.3867989,0.008021455,0.02336611,0.01778731,0.0009141207,0.0004258577,0.0003749878,0.0004892503,0.5618219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03071162,"threshold_uncertainty_score":0.09002602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2535109970750398,"score_gpt":0.296431565006998,"score_spread":0.04292056793195814,"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."}}