{"id":"W7010060456","doi":"","title":"Geochemical Analysis of Domestic Groundwater Sources in a Suburb of Ota, Southwestern Nigeria","year":2016,"lang":"en","type":"article","venue":"Covenant University Repository (Covenant University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Water well; Hydrology (agriculture); Water resources; Agriculture; Groundwater resources; Groundwater recharge; Borehole; Water quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000330967,0.0001715374,0.0005138239,0.001109084,0.0002357928,0.00001475413,0.0005456803,0.0001747845,0.00007119246],"category_scores_gemma":[0.00008590038,0.0001498163,0.0003188663,0.001783192,0.0009442017,0.0003542433,0.0001373945,0.0001197306,0.000006073048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005301012,"about_ca_system_score_gemma":0.0003764883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004887413,"about_ca_topic_score_gemma":0.003292245,"domain_scores_codex":[0.998148,0.0004649005,0.0002647811,0.0003912301,0.0003417995,0.0003893074],"domain_scores_gemma":[0.9986289,0.0003613574,0.0003333816,0.0003146855,0.0002029212,0.0001587928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002783809,0.0004304123,0.9180904,0.00003999739,0.0006601621,0.0001824643,0.06238747,0.00002074018,0.01389983,0.00364216,0.00005614721,0.0003118352],"study_design_scores_gemma":[0.003308593,0.0002445086,0.5384246,0.0004918069,0.002080674,0.00000607267,0.383001,0.00002470989,0.006321388,0.0001428004,0.06497408,0.000979769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943085,0.00006482341,0.0005068299,0.001050135,0.0001856149,0.0001422487,0.00002536342,0.00004227506,0.003674227],"genre_scores_gemma":[0.9893344,0.0001125038,0.00003940085,0.00001061912,0.00003418769,1.31166e-7,0.000004078658,0.000007208217,0.01045748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796659,"threshold_uncertainty_score":0.7388339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428176427952836,"score_gpt":0.2670838746884147,"score_spread":0.2328021104088863,"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."}}