{"id":"W4412619114","doi":"10.1002/9781394393541","title":"The Smart and Resilient City","year":2025,"lang":"en","type":"book","venue":"","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003795566,0.0001038331,0.00009957665,0.00003404081,0.00007005831,0.00003680407,0.0001203573,0.0001587738,0.00003058253],"category_scores_gemma":[0.0000148214,0.00006641435,0.00002773048,0.00001919866,0.00006890295,0.000009386628,0.00009080311,0.0001913806,0.000007708138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004241658,"about_ca_system_score_gemma":0.00001970955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006497761,"about_ca_topic_score_gemma":0.0001031436,"domain_scores_codex":[0.9996744,0.000001510741,0.00008189593,0.00008153968,0.00005275766,0.0001079136],"domain_scores_gemma":[0.9996366,0.0001048403,0.000007099889,0.0002315507,0.0000094016,0.00001053695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[5.689594e-7,3.499857e-7,0.00002256414,0.00004166421,0.00003244828,0.000001190394,0.000004800367,0.000007250297,4.138136e-7,0.06881839,0.9154533,0.01561709],"study_design_scores_gemma":[0.00002484443,0.000004970829,0.00009660392,0.00003234404,0.000007956867,7.96691e-7,0.0000243504,0.0001452721,0.00005007241,0.01489269,0.9846424,0.00007773003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001018406,0.005059618,0.0001088592,0.0002042566,0.0004182736,0.00008438188,0.000006900451,0.000668309,0.9933476],"genre_scores_gemma":[0.0004277581,0.002756639,0.00006907838,0.00002820182,0.00003606564,0.00001050314,0.000003660777,0.000009647353,0.9966584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0691891,"threshold_uncertainty_score":0.2708299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007850368614701703,"score_gpt":0.1861392568383008,"score_spread":0.1782888882235991,"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."}}