{"id":"W2754715728","doi":"10.1002/wat2.1244","title":"Sachet water: regulation and implications for access and equity in Accra, Ghana","year":2017,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Water","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"World Bank Group","keywords":"Water security; Equity (law); Universal design; Commodity; Business; Consumption (sociology); Water consumption; Conversation; Water sector; Water industry; Water resources; Environmental economics; Natural resource economics; Economic growth; Marketing; Environmental planning; Water supply; Water resource management; Economics; Sociology; Engineering; Geography; Finance; Social science; Environmental science; Political science; Environmental engineering; Ecology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008853097,0.0001546375,0.0003109585,0.00004919661,0.001273532,0.0005380553,0.0005443664,0.0001121208,0.0001220474],"category_scores_gemma":[0.00004998553,0.00009116095,0.0000675468,0.00002540268,0.0003070382,0.001488756,0.001489005,0.0001043666,0.00001548099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007424939,"about_ca_system_score_gemma":0.0000149955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818083,"about_ca_topic_score_gemma":0.001853857,"domain_scores_codex":[0.9987277,0.00008397822,0.0003545297,0.0003577569,0.0000909536,0.0003850583],"domain_scores_gemma":[0.9992672,0.00001907533,0.0001370537,0.0004381742,0.00004638568,0.00009207323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002251426,0.0001644962,0.1613347,0.001053371,0.0000675499,0.000005124737,0.0916703,0.000005846282,0.01209216,0.00780893,0.08218774,0.6433846],"study_design_scores_gemma":[0.0008025646,0.0001258436,0.229155,0.0008563567,0.00006263557,0.000008002125,0.0004411392,0.00003563717,0.003305703,0.1956626,0.5690094,0.0005351093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380061,0.001916109,0.0002449044,0.04184931,0.000596032,0.002130055,0.00007072336,0.00003929377,0.01514747],"genre_scores_gemma":[0.9947382,0.002866226,0.0001676724,0.0001574057,0.0003697012,0.0001973684,0.00005118007,0.00001330901,0.001438968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6428495,"threshold_uncertainty_score":0.9795107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09146530404521955,"score_gpt":0.4417236327190159,"score_spread":0.3502583286737964,"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."}}