{"id":"W4412809959","doi":"10.1007/s40899-025-01261-0","title":"Water supply sources, management committees, and water insecurity in semi-arid northwest Ghana","year":2025,"lang":"en","type":"article","venue":"Sustainable Water Resources Management","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; University of Waterloo; Western University","funders":"","keywords":"Arid; Water sector; Water supply; Water resource management; Business; Environmental resource management; Natural resource economics; Environmental planning; Geography; Environmental science; Environmental engineering; Economics; Geology","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":[0.0006084585,0.00009375055,0.0001709368,0.0005489029,0.001069394,0.0007970968,0.0003009625,0.0002877339,0.005440599],"category_scores_gemma":[0.002782031,0.0002046772,0.00009963477,0.001459988,0.0007948781,0.0007121266,0.001006588,0.0005922218,0.0001978193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899942,"about_ca_system_score_gemma":0.001905846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08671998,"about_ca_topic_score_gemma":0.1988242,"domain_scores_codex":[0.9994801,0.0002492779,0.00003294722,0.00002983496,0.00003665404,0.0001711802],"domain_scores_gemma":[0.9970293,0.0006426941,0.001368716,0.00003524822,0.0001704172,0.0007535253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000235,0.0001736865,0.9798092,0.00004437695,0.00001240627,0.000507018,0.01253928,0.00006427963,0.0001402707,0.0005423452,0.0004949514,0.005572135],"study_design_scores_gemma":[0.00001025229,0.00007360473,0.9214177,0.0001292085,0.000009515603,0.0001839449,0.07651681,0.0001054657,0.00004707891,0.0001557983,0.001345103,0.000005471725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985873,0.00014714,0.00001149905,0.0003690385,0.000002344289,0.000003936511,0.00004224656,4.087237e-7,0.0008361792],"genre_scores_gemma":[0.9994186,0.0001512406,0.00001328673,0.0000291541,0.000002078718,0.000004553598,0.00001795471,5.506856e-7,0.0003626277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08671998,"threshold_uncertainty_score":0.1724305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004231563316525361,"score_gpt":0.2159081179200416,"score_spread":0.2116765546035163,"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."}}