{"id":"W2991132882","doi":"10.3390/resources8040178","title":"Urban Water Security: Definition and Assessment Framework","year":2019,"lang":"en","type":"article","venue":"Resources","topic":"Water resources management and optimization","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Water security; Operationalization; Environmental planning; Sanitation; Environmental security; Urbanization; Environmental resource management; Business; Sustainability; Water resources; Environmental economics; Environmental science; Economic growth; Political science; Economics; Environmental engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00007203384,0.00009457226,0.00009108785,0.00007099463,0.00003757311,0.0001046346,0.00006140611,0.00005896633,0.0001924602],"category_scores_gemma":[0.000001561218,0.00007394105,0.00002061929,0.00004954562,0.00001255168,0.00009808321,0.00004375707,0.0001132113,0.0001166325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001662595,"about_ca_system_score_gemma":6.016778e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003483352,"about_ca_topic_score_gemma":7.88236e-7,"domain_scores_codex":[0.9994953,0.00001450722,0.00009545684,0.0001189737,0.0001121767,0.0001635593],"domain_scores_gemma":[0.9998075,0.00001658822,0.00001018791,0.000123983,0.000007295094,0.00003440824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001332836,0.0002950376,0.5696399,0.004245862,0.001065119,0.00006739428,0.09800367,0.1809279,0.008420617,0.08958127,0.02619763,0.02142235],"study_design_scores_gemma":[0.0008577101,0.0001373678,0.0185052,0.0002186581,0.00007639734,0.000005267236,0.0008629938,0.1977583,0.002838418,0.01650317,0.7614481,0.0007884232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065331,0.0002159284,0.001407572,0.00007466742,0.0001066098,0.0001355068,0.000001436915,0.0002254796,0.09129965],"genre_scores_gemma":[0.9978111,0.00007373083,0.001607379,0.00005451592,0.00008250609,0.000007775617,0.00002380801,0.00002201569,0.0003171124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7352505,"threshold_uncertainty_score":0.3015228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00632058205569493,"score_gpt":0.1899383887546978,"score_spread":0.1836178066990028,"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."}}