{"id":"W7140637781","doi":"10.1109/sisimpact67725.2025.11439495","title":"Climate Change Adaptation and Mitigation Strategies in Future Smart Cities","year":2025,"lang":"","type":"article","venue":"","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Climate change; Adaptation (eye); Climate change adaptation; Context (archaeology); Global warming","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":[0.001293536,0.000456198,0.0002036839,0.0006475226,0.002437295,0.00418652,0.0009095654,0.00209312,0.004591808],"category_scores_gemma":[0.001007184,0.0002095659,0.0003631408,0.000938125,0.001802728,0.003451874,0.003000259,0.001241425,0.0004894228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003142028,"about_ca_system_score_gemma":0.004914664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00970882,"about_ca_topic_score_gemma":0.02694597,"domain_scores_codex":[0.9993037,0.0002515895,0.00002143051,0.00007057864,0.00009446367,0.000258179],"domain_scores_gemma":[0.9995663,0.00006339683,0.00005708254,0.00003268061,0.000131419,0.0001491871],"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":[0.0001499151,0.0005281002,0.02164856,0.000698732,0.0001152225,0.001451687,0.0136683,0.04892896,0.004826017,0.7209463,0.04284512,0.1441931],"study_design_scores_gemma":[0.00004733547,0.0001978714,0.02187743,0.0005459184,0.00006655812,0.0003885191,0.06979915,0.02813239,0.004803704,0.3070997,0.5669174,0.0001238925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.385114,0.01245227,0.04063639,0.1220181,0.0009556291,0.000361123,0.0004958689,0.0005117212,0.4374549],"genre_scores_gemma":[0.9758856,0.004122274,0.007746812,0.002183215,0.00007792592,0.0001167937,0.0001261604,0.00002317674,0.009718176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00970882,"threshold_uncertainty_score":0.02279711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787615844918835,"score_gpt":0.222219038865789,"score_spread":0.2043428804166007,"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."}}