{"id":"W2053448056","doi":"10.4236/jwarp.2012.45031","title":"Evaluation of Groundwater Suitability for Domestic and Irrigational Purposes: A Case Study from Mingoa River Basin, Yaounde, Cameroon","year":2012,"lang":"en","type":"article","venue":"Journal of Water Resource and Protection","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Groundwater; Salinity; Irrigation; Environmental science; Nitrate; Soil salinity; Hydrology (agriculture); Structural basin; Drainage basin; Water resource management; Soil water; Geology; Soil science; Geography; Chemistry; Agronomy; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006861603,0.0007433426,0.0002894447,0.001805007,0.0009973638,0.0009444085,0.0003440841,0.0005876242,0.0006984736],"category_scores_gemma":[0.001165377,0.000260244,0.0002761479,0.00306035,0.0008756992,0.0005972144,0.0005159466,0.0002229146,0.00005741398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00217192,"about_ca_system_score_gemma":0.001243273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06401938,"about_ca_topic_score_gemma":0.1039606,"domain_scores_codex":[0.9996096,0.0001597583,0.00002706388,0.00005326494,0.00004290951,0.000107394],"domain_scores_gemma":[0.9995961,0.0001524748,0.00008014823,0.00001925062,0.000103521,0.0000485102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003860441,0.0003595956,0.8918061,0.0004638355,0.0001026561,0.03320585,0.01166965,0.004761299,0.02427343,0.001336323,0.0004437826,0.03119155],"study_design_scores_gemma":[0.00003738651,0.0006578012,0.9269433,0.0001784836,0.0001449212,0.006162454,0.05063019,0.005594108,0.005541474,0.0004685861,0.003585609,0.00005565678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999081,0.0001366233,0.0002036112,0.00006424378,0.000001808456,0.0000384804,0.000100581,0.000001669545,0.0003719795],"genre_scores_gemma":[0.998745,0.0002703355,0.0006352966,0.000017481,0.000002493061,0.00002627058,0.0001026455,0.000001191145,0.0001992813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06401938,"threshold_uncertainty_score":0.1272935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079763851424047,"score_gpt":0.2623553626067718,"score_spread":0.2215577240925314,"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."}}