{"id":"W7112711787","doi":"","title":"Las ciudades inteligentes: meta-sistemas de información, desde una aproximación","year":2025,"lang":"es","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Santiago de Chile","keywords":"Order (exchange); Control (management); Smart city; Certainty; Urban planning; Information system","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":[0.008495728,0.001625617,0.001224453,0.003366057,0.001201682,0.0112,0.002372975,0.00270024,0.003410096],"category_scores_gemma":[0.01396141,0.001089731,0.002231703,0.003402131,0.002455719,0.01032948,0.003925953,0.00312976,0.001173206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003016743,"about_ca_system_score_gemma":0.003416256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0087151,"about_ca_topic_score_gemma":0.007178125,"domain_scores_codex":[0.9947641,0.002018106,0.0006872379,0.0008311045,0.001410495,0.0002890075],"domain_scores_gemma":[0.9918838,0.003635469,0.0006386032,0.001870772,0.001668414,0.000303018],"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":[0.0005476137,0.0002320706,0.01569441,0.002454023,0.0009670935,0.0009129133,0.006924164,0.1118988,0.008470699,0.4949421,0.01123673,0.3457193],"study_design_scores_gemma":[0.00009032543,0.0002759552,0.003943227,0.001948973,0.001170851,0.00101265,0.002298716,0.446316,0.01501062,0.3261652,0.2015574,0.0002099454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02372657,0.006997408,0.9423037,0.004608246,0.00031733,0.000273606,0.0006853283,0.004088021,0.01699984],"genre_scores_gemma":[0.3634219,0.006208177,0.616455,0.0009686175,0.0003270085,0.0004238697,0.001700863,0.0005108405,0.009983693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0112,"threshold_uncertainty_score":0.04493028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327195256393622,"score_gpt":0.2516385089002734,"score_spread":0.2383665563363372,"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."}}