{"id":"W4321769490","doi":"10.1016/j.scs.2023.104439","title":"Development of an integrated sustainability model for resilient cities featuring energy, environmental, social, governance and pandemic domains","year":2023,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Corporate governance; Index (typography); Sustainability; Environmental economics; Smart city; Sustainable development; Resilience (materials science); Business; Psychological resilience; Environmental resource management; Computer science; Regional science; Economics; Political science; Geography; Computer security; Internet of Things; Ecology","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":[0.001020371,0.0006650235,0.0004348218,0.0009076815,0.001203433,0.002887829,0.00207487,0.001624614,0.009210344],"category_scores_gemma":[0.001469504,0.0004019235,0.001326428,0.0006864242,0.001124755,0.004566697,0.003760989,0.001810277,0.001218588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637144,"about_ca_system_score_gemma":0.00566542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226819,"about_ca_topic_score_gemma":0.01557256,"domain_scores_codex":[0.9994462,0.0001664496,0.00003069503,0.000106739,0.0001608071,0.00008894854],"domain_scores_gemma":[0.9993862,0.0001117932,0.00004400165,0.0001067673,0.0002431744,0.0001081144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002143688,0.0001097792,0.001118478,0.00005698236,0.0000298854,0.0001536566,0.0003471764,0.3490323,0.001463525,0.629763,0.002497966,0.01540576],"study_design_scores_gemma":[0.0000204778,0.00004398937,0.0002709307,0.00005252842,0.00002779117,0.00005979388,0.000393359,0.7382884,0.001101618,0.2310292,0.02868677,0.00002520913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02996236,0.0001101312,0.8672132,0.003001631,0.0001497186,0.0003164045,0.0004416108,0.0007521964,0.09805267],"genre_scores_gemma":[0.5721586,0.0003048548,0.4006065,0.0003066203,0.00003798323,0.0006340182,0.000871163,0.0002554025,0.02482491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01226819,"threshold_uncertainty_score":0.03081167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009477040442494348,"score_gpt":0.2116612467999158,"score_spread":0.2021842063574215,"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."}}