{"id":"W4403844646","doi":"10.69683/c6f5zk36","title":"Africa’s Aquifers","year":2024,"lang":"en","type":"article","venue":"African Christian Theology.","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regent College","funders":"","keywords":"Aquifer; Geology; Water resource management; Environmental science; Groundwater; Geotechnical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004172857,0.000262795,0.0001137263,0.0003843119,0.003321503,0.001513549,0.0002851458,0.000971403,0.01199594],"category_scores_gemma":[0.0007784754,0.0001342081,0.00009645606,0.0005547014,0.001591866,0.002249342,0.00238941,0.001328826,0.000906967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123843,"about_ca_system_score_gemma":0.002769827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112457,"about_ca_topic_score_gemma":0.02423853,"domain_scores_codex":[0.9997985,0.00005092808,0.000007644077,0.00003242658,0.00004893219,0.00006152257],"domain_scores_gemma":[0.999873,0.00002440099,0.00002269603,0.00001096843,0.00003023234,0.00003864438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001610081,0.00005363097,0.005070369,0.0008923275,0.00002255674,0.002441129,0.02886169,0.0004001498,0.009348712,0.4358646,0.1554815,0.3614022],"study_design_scores_gemma":[0.000001797466,0.00001594413,0.00149098,0.0001311542,0.000002131225,0.0002250898,0.001995727,0.0000438711,0.0005842882,0.005698307,0.9898055,0.000005222066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1211373,0.08532719,0.006115442,0.1351481,0.003542509,0.00008673385,0.0006611869,0.0002382196,0.6477433],"genre_scores_gemma":[0.7020593,0.03656217,0.005584859,0.01052764,0.0004373678,0.00006222112,0.0002056985,0.0001029402,0.2444578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01199594,"threshold_uncertainty_score":0.04013044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945370877272813,"score_gpt":0.2759204347110674,"score_spread":0.2564667259383392,"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."}}