{"id":"W4398221730","doi":"10.1093/obo/9780190922481-0078","title":"Urban Resilience","year":2024,"lang":"en","type":"reference-entry","venue":"","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resilience (materials science); Geography; Environmental science; Physics","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":[0.0002604458,0.0003187448,0.0005942181,0.0004634912,0.0000729482,0.0001994065,0.0005459826,0.0003670291,0.00244088],"category_scores_gemma":[0.00008493565,0.0003002252,0.000221587,0.0003706666,0.00008314593,0.0001332847,0.0001878517,0.0004708403,0.0367052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441,"about_ca_system_score_gemma":0.00023362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455233,"about_ca_topic_score_gemma":0.00001701096,"domain_scores_codex":[0.9977922,0.000005897021,0.0007386582,0.0009146033,0.0001132029,0.0004353684],"domain_scores_gemma":[0.9990863,0.00005440433,0.000210729,0.0004748151,0.0000292762,0.0001445268],"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":[0.000002126903,0.00001483983,0.0005700659,0.0001158237,0.00003129223,0.00001858,0.00005084537,7.799081e-7,1.455792e-8,0.2452096,0.7501512,0.003834881],"study_design_scores_gemma":[0.00005909655,0.00002544402,0.0006628442,0.0002191977,0.000004856318,0.000006547746,0.00002249228,0.00005088522,0.000003263313,0.05942494,0.9391289,0.0003915179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008471945,0.0619008,0.0004645137,0.0007982309,0.002570326,0.0001688582,0.0001688681,0.00009566797,0.933748],"genre_scores_gemma":[0.002917567,0.09487042,0.0004557919,0.0005495809,0.0005500306,0.00004835388,0.0001040621,0.00004388874,0.9004603],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1889778,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445433403755532,"score_gpt":0.2457605134190816,"score_spread":0.2013061793815263,"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."}}