{"id":"W4413057374","doi":"10.1177/0160323x251343025","title":"Do Small Towns Have Big Smart City Dreams?","year":2025,"lang":"en","type":"article","venue":"State and Local Government Review","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"De facto; Indigenous; Equity (law); Big data; Smart city; Smart growth; Political science; Public relations; Business; Regional science; Public administration; Economic growth; Sociology; Urban planning; Internet of Things; Engineering; Economics; Computer science; Internet privacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004824968,0.0002948351,0.000544988,0.001266079,0.001484525,0.005993892,0.0009752422,0.001787033,0.006040718],"category_scores_gemma":[0.01090415,0.0002825441,0.0004977797,0.003379215,0.003023602,0.006986966,0.001947467,0.001793672,0.001173822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323403,"about_ca_system_score_gemma":0.007786175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01826617,"about_ca_topic_score_gemma":0.05494004,"domain_scores_codex":[0.9977148,0.001189845,0.0001266791,0.0002164675,0.0005094003,0.0002428631],"domain_scores_gemma":[0.9950696,0.0027311,0.0004671542,0.0001706095,0.001227283,0.0003342506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000156007,0.00009184646,0.007951261,0.03051533,0.0003180958,0.000751922,0.02264958,0.0005089549,0.0004212742,0.1608361,0.1329823,0.6428173],"study_design_scores_gemma":[0.00002071176,0.00006455638,0.006335208,0.007816826,0.0001833819,0.0003423628,0.0249504,0.00005437965,0.0003314334,0.008684484,0.9511781,0.00003821558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02837787,0.8022101,0.001381047,0.1095626,0.002138126,0.00008911297,0.0005166889,0.00005791435,0.05566654],"genre_scores_gemma":[0.2496051,0.7194079,0.001339673,0.01934685,0.0006713364,0.0001062841,0.0003462182,0.00005560484,0.009120983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01826617,"threshold_uncertainty_score":0.03631967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564576569861556,"score_gpt":0.2209547426761073,"score_spread":0.2053089769774917,"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."}}