{"id":"W4225006788","doi":"10.1002/wwp2.12076","title":"Site suitability analysis for the construction of water reservoirs in drought‐prone areas of Bangladesh using geospatial techniques","year":2022,"lang":"en","type":"article","venue":"World Water Policy","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Groundwater recharge; Groundwater; Tube well; Hydrology (agriculture); Rainwater harvesting; Water table; Aquifer; Irrigation; Water resource management; Environmental science; Digging; Geology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008772326,0.0001465313,0.0003495995,0.0004693803,0.0002191691,0.00001925695,0.0003244309,0.0000306581,0.001098986],"category_scores_gemma":[0.000009447618,0.00008408448,0.0002705846,0.001102066,0.0003180632,0.0001582825,0.0004997817,0.0001231828,0.000003331947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000342065,"about_ca_system_score_gemma":0.00001002129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05476657,"about_ca_topic_score_gemma":0.008114568,"domain_scores_codex":[0.9982746,0.0001833491,0.000496793,0.000315559,0.0003335475,0.0003961979],"domain_scores_gemma":[0.9993539,0.00004327733,0.00009723475,0.0004460486,0.00001990211,0.00003958541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001250764,0.0001240084,0.8998021,0.00002952547,0.000206674,0.000001229832,0.004969412,0.02658776,0.06697586,0.00006097388,0.00002840904,0.001088908],"study_design_scores_gemma":[0.0006712616,0.0001347129,0.1480752,0.00001021837,0.0008477782,0.000006885404,0.0007477304,0.01618116,0.8220068,0.007152899,0.003755097,0.000410354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965094,0.000006252025,0.001601698,0.001196421,0.00003156205,0.0003533584,0.00006097008,0.00001665212,0.0002236349],"genre_scores_gemma":[0.9979458,0.000001734552,0.001313919,0.00005889648,0.00004371303,0.00008268918,0.0000859123,0.00001294732,0.0004543423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7550309,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441677650136482,"score_gpt":0.2523559721309753,"score_spread":0.2379391956296104,"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."}}