{"id":"W4378602395","doi":"10.1007/s40899-023-00864-9","title":"Cultural meanings of water to source water protection in rural Ghana","year":2023,"lang":"en","type":"article","venue":"Sustainable Water Resources Management","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sanitation; Sustainability; Mythology; Water source; Focus group; Sustainable development; Clean water; Qualitative research; Environmental planning; Economic growth; Business; Political science; Environmental resource management; Sociology; Geography; Water resource management; Engineering; Social science; Environmental engineering; Marketing; Ecology; Environmental science","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":[0.0008575427,0.0003352707,0.0003248605,0.001007931,0.0001659547,0.0001717109,0.0003648735,0.00008602138,0.000108554],"category_scores_gemma":[0.000005936696,0.0002032186,0.00009761645,0.0005278924,0.00003748164,0.0002818378,0.0006121148,0.0001864614,0.0002515423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844506,"about_ca_system_score_gemma":0.000003103361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004029134,"about_ca_topic_score_gemma":0.000006193251,"domain_scores_codex":[0.996959,0.00006991217,0.0004644532,0.0003520126,0.0004252429,0.00172938],"domain_scores_gemma":[0.9993937,0.000006617176,0.00001951482,0.0003616964,0.0001014508,0.0001170408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003171288,0.0001484323,0.0004958894,0.006971763,0.0004352739,0.001058131,0.1054339,0.7772117,0.08701222,0.0009509504,0.006561157,0.01340352],"study_design_scores_gemma":[0.001535926,0.0002581583,0.0004211072,0.0002192246,0.00006829686,0.000007048809,0.1682073,0.01648599,0.3827658,0.001869283,0.4271933,0.000968523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908195,0.00002224065,0.002244076,0.0006357316,0.0001321689,0.001531993,6.6539e-7,0.0006449579,0.003968641],"genre_scores_gemma":[0.9518455,0.000009911594,0.0001027452,0.00005042606,0.00006547686,0.0004889164,0.00003181181,0.00007835547,0.04732684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7607257,"threshold_uncertainty_score":0.8287014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007991245877820755,"score_gpt":0.2136316526813373,"score_spread":0.2056404068035165,"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."}}