{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001414035,0.0009679772,0.0008803008,0.0002865646,0.000247764,0.0007598616,0.001462878,0.0007302496,0.001098327],"category_scores_gemma":[0.000853701,0.0009981907,0.0007863261,0.0004818069,0.0003454985,0.0008577469,0.000510326,0.001769638,0.001814818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005339896,"about_ca_system_score_gemma":0.000142495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006115162,"about_ca_topic_score_gemma":0.0000427816,"domain_scores_codex":[0.9961986,0.00005236418,0.001004365,0.0008829007,0.0006188161,0.001242975],"domain_scores_gemma":[0.9981237,0.0003328429,0.0001669429,0.0006537795,0.000190769,0.0005319456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005402372,0.002528302,0.04314793,0.00557188,0.01380737,0.003503052,0.4491073,0.002620712,0.01661537,0.05889313,0.1814938,0.2173087],"study_design_scores_gemma":[0.00547014,0.006227248,0.001924088,0.002663327,0.0005968245,0.001299546,0.2527,0.06272846,0.05149607,0.0008317625,0.608602,0.005460543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949095,0.005947117,0.0152551,0.004928978,0.002444808,0.0008393699,0.0009008695,0.003411826,0.01717695],"genre_scores_gemma":[0.9946687,0.001353843,0.000392908,0.0003650405,0.0007901545,0.0000636037,0.00008992218,0.0002258878,0.002049938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4271082,"threshold_uncertainty_score":0.9998148,"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."}}