{"id":"W2791997419","doi":"10.1080/02508060.2018.1434957","title":"Synergy of climate change and local pressures on saltwater intrusion in coastal urban areas: effective adaptation for policy planning","year":2018,"lang":"en","type":"article","venue":"Water International","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Saltwater intrusion; Aquifer; Climate change; Environmental science; Sea level rise; Sea level; Global warming; Salinity; Hydrology (agriculture); Water resource management; Oceanography; Groundwater; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000123679,0.00008607066,0.00009234727,0.0001159479,0.0000430548,0.00002884286,0.00008687218,0.00004551064,0.0001095086],"category_scores_gemma":[0.00001360763,0.00005904749,0.00002089716,0.00002754685,0.0000883301,0.0001599946,0.0000246489,0.00004547029,0.00001134928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000668524,"about_ca_system_score_gemma":0.000006262748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002322696,"about_ca_topic_score_gemma":0.001043063,"domain_scores_codex":[0.9993611,0.00002294436,0.0001384167,0.0001699418,0.0001322567,0.0001753422],"domain_scores_gemma":[0.9997928,0.00004412976,0.00002638112,0.00005011504,0.00005260212,0.00003399899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002130254,0.00007298426,0.8658941,0.0001243956,0.00006438425,0.00001173584,0.01102038,0.001522482,0.002960145,0.0004813226,0.0002140824,0.1155037],"study_design_scores_gemma":[0.001345274,0.0007342102,0.8491562,0.0002201352,0.00001034884,0.00001680338,0.0003140809,0.05384341,0.08671506,0.001691324,0.005730034,0.0002231308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963735,0.00001724135,0.000537865,0.000262177,0.0002361499,0.0001872635,0.0001854782,0.00001064755,0.002189676],"genre_scores_gemma":[0.9987771,0.000005326479,0.00008530527,0.0001216558,0.0004318795,0.00001071026,0.0005102986,0.000003162022,0.00005454482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152806,"threshold_uncertainty_score":0.3511238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714489528483218,"score_gpt":0.2458520636287603,"score_spread":0.2287071683439282,"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."}}