{"id":"W3176643928","doi":"10.18280/ijsdp.160312","title":"Design of a Technical-Artisanal Dike for Surface Water Storage and Artificial Recharge of the Manglaralto Coastal Aquifer. Santa Elena Parish, Ecuador","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Geological and Tectonic Studies in Latin America","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Escuela Superior Politécnica del Litoral","keywords":"Groundwater recharge; Aquifer; Hydrology (agriculture); Population; Water resource management; Tourism; Spillway; Environmental science; Groundwater; Geography; Geology; Archaeology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000550716,0.00008510862,0.0002063657,0.00004883283,0.0001176348,0.00002696933,0.0001574774,0.00004160639,0.00020993],"category_scores_gemma":[0.0002123265,0.00004951618,0.00004158041,0.00007672781,0.0001095889,0.00009091727,0.00007993357,0.0001164922,3.22444e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000906334,"about_ca_system_score_gemma":0.0001091422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003120858,"about_ca_topic_score_gemma":0.000008511855,"domain_scores_codex":[0.9989921,0.00005436528,0.0003968145,0.0001047604,0.0002659402,0.000185967],"domain_scores_gemma":[0.9989767,0.0002948444,0.0002246836,0.00004045983,0.000422905,0.0000403925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003360388,0.000286715,0.831526,0.0004140973,0.001286501,0.002291598,0.01158822,0.03645235,0.00893505,0.0008017692,0.002710588,0.1003467],"study_design_scores_gemma":[0.002452375,0.0009846364,0.8431861,0.00064639,0.0001623257,0.0007782505,0.04284913,0.004590264,0.08432718,0.008727905,0.01062532,0.0006700655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947273,0.0009131233,0.003288099,0.000241225,0.0002351964,0.0001057183,0.00001298752,0.000003064515,0.0004733287],"genre_scores_gemma":[0.991212,0.00007344058,0.008461404,0.00005062493,0.00005233582,6.94438e-7,0.00001057377,0.000001936965,0.0001370038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09967664,"threshold_uncertainty_score":0.2298586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509062719085706,"score_gpt":0.2469614342697461,"score_spread":0.221870807078889,"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."}}