{"id":"W3027103547","doi":"10.2166/washdev.2020.058","title":"Does self-reported water collection time differ from observed water collection time? Evidence from the Upper West Region of Ghana","year":2020,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Data collection; Environmental science; Water resources; Water supply; Water resource management; Environmental engineering; Statistics; Mathematics","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":[0.004379801,0.0003180086,0.0004853336,0.00183856,0.0006972592,0.001400687,0.001112336,0.0005274083,0.003352355],"category_scores_gemma":[0.0280543,0.0004656217,0.0005629583,0.005508807,0.001711492,0.001408881,0.001119632,0.0008445168,0.0003116208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440478,"about_ca_system_score_gemma":0.001371164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09604967,"about_ca_topic_score_gemma":0.09276747,"domain_scores_codex":[0.9940314,0.003572499,0.0005480117,0.0006693525,0.0006396387,0.0005391181],"domain_scores_gemma":[0.9491841,0.02313282,0.02176789,0.001736597,0.002961095,0.001217544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007033002,0.00004018056,0.9874512,0.0001546173,0.00008134163,0.0001852636,0.007599972,0.00002646216,0.00006829086,0.0001632525,0.000242958,0.00391615],"study_design_scores_gemma":[0.000005622296,0.00005485128,0.9852586,0.0002398276,0.00005562586,0.0001325829,0.01321846,0.00008041391,0.00004443,0.00006714754,0.0008359511,0.000006466898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960067,0.001446262,0.0001977885,0.000567924,0.00001890918,0.00001542606,0.000462984,0.00000238871,0.001281757],"genre_scores_gemma":[0.998843,0.0006619641,0.0001130459,0.00008075163,0.00001177986,0.00002086124,0.0001648457,0.000003944254,0.0000997786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09604967,"threshold_uncertainty_score":0.1909812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04058823482696514,"score_gpt":0.2482919276391966,"score_spread":0.2077036928122315,"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."}}