{"id":"W3018579082","doi":"10.21902/revrima.v1i26.3973","title":"PERSPECTIVAS DAS CIDADES INTELIGENTES NA ADMINISTRAÇÃO PÚBLICA EM TEMPOS DE TRANSFORMAÇÃO DIGITAL","year":2020,"lang":"pt","type":"article","venue":"Relações Internacionais no Mundo Atual","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","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":[0.008014924,0.0003444408,0.0004828143,0.007580412,0.003891888,0.01564492,0.001069635,0.001345938,0.01402381],"category_scores_gemma":[0.02361602,0.0003833022,0.0006865754,0.01392136,0.004137501,0.009687191,0.004861261,0.001901715,0.001458932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290058,"about_ca_system_score_gemma":0.011185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07064569,"about_ca_topic_score_gemma":0.07779372,"domain_scores_codex":[0.9933522,0.002264771,0.0004231995,0.0009245246,0.002283062,0.0007522326],"domain_scores_gemma":[0.977711,0.01006597,0.00349661,0.002340452,0.005018556,0.001367441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003940626,0.0001539486,0.1484803,0.002163755,0.0001477097,0.0009487983,0.143671,0.002873206,0.003302282,0.3927692,0.02124587,0.2838499],"study_design_scores_gemma":[0.00003632312,0.000160816,0.1904983,0.002246147,0.0002207931,0.0005938682,0.2089684,0.002260101,0.002881814,0.04445216,0.5475238,0.0001575838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.534172,0.01158958,0.02339797,0.03249446,0.0005325062,0.0002778294,0.006155815,0.0006677684,0.3907121],"genre_scores_gemma":[0.9754555,0.005003935,0.00522206,0.0007804182,0.0000990074,0.0001019748,0.000754584,0.00008983839,0.01249273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07064569,"threshold_uncertainty_score":0.140469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219400166594895,"score_gpt":0.2564594110422749,"score_spread":0.2345193943827854,"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."}}