{"id":"W4285614132","doi":"10.1007/978-3-031-08108-8","title":"The Political Economy of Urban Water Security under Climate Change","year":2022,"lang":"en","type":"book","venue":"International political economy series","topic":"Water resources management and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"University of Waterloo; Water Research Commission","keywords":"Climate change; Politics; Political economy of climate change; Water security; Political science; Political economy; Geography; Economy; Economics; Water resources; Geology; Oceanography; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001208882,0.0002962058,0.0003049575,0.0001553985,0.0001237149,0.0001791429,0.0005258493,0.0001404191,0.001218643],"category_scores_gemma":[0.000006023426,0.0002378153,0.0001825033,0.00001775049,0.0002677801,0.0003784213,0.0003924579,0.0003300526,0.0000960029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915682,"about_ca_system_score_gemma":0.00002448434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066404,"about_ca_topic_score_gemma":0.00001014893,"domain_scores_codex":[0.9983426,0.00002721689,0.0005338955,0.0002515102,0.0001475003,0.0006972615],"domain_scores_gemma":[0.9993565,0.00009775872,0.00006285809,0.0002693865,0.00006873552,0.0001447259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001773778,0.00001276863,0.00004094492,0.0001254478,0.0002104588,0.00000407955,0.0001091527,0.0001922108,1.983184e-7,0.993234,0.0060235,0.00002943353],"study_design_scores_gemma":[0.0001110952,0.00002379328,0.0000103162,0.00001627408,0.00002774702,0.000004788599,0.0001280016,0.001946419,0.00008565398,0.3848478,0.6126113,0.0001868032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00006806243,0.00009418676,0.00006107268,0.009509332,0.0008747607,0.0002820328,0.0002325911,0.0001274915,0.9887505],"genre_scores_gemma":[0.7557314,0.0001612871,0.000132607,0.009686662,0.007810737,0.0009275578,0.004820162,0.0004532856,0.2202763],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7684742,"threshold_uncertainty_score":0.9996944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153282999696693,"score_gpt":0.2032473902372389,"score_spread":0.191714560240272,"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."}}