{"id":"W2068372296","doi":"10.2166/washdev.2012.102","title":"Rainwater harvesting in rural Trinidad; a cross sectional, observational study","year":2012,"lang":"en","type":"article","venue":"Journal of Water Sanitation and Hygiene for Development","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Bank of Canada","keywords":"Rainwater harvesting; Government (linguistics); Observational study; Business; Water supply; Water quality; Environmental planning; Potable water; Water resource management; Water source; Geography; Environmental science; Environmental engineering; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211456,0.00008581587,0.000107242,0.00009742416,0.0001286138,0.00007339076,0.00007433641,0.0000208926,0.0001318932],"category_scores_gemma":[0.00002071157,0.000058776,0.00002763082,0.00006533721,0.00002126885,0.0007073911,0.00007220318,0.00005986953,0.00001459244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427679,"about_ca_system_score_gemma":0.00001333991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002963448,"about_ca_topic_score_gemma":0.00007159552,"domain_scores_codex":[0.9989548,0.00003280414,0.0004536663,0.00007978304,0.0002742092,0.0002047764],"domain_scores_gemma":[0.9997138,0.00003119,0.0001207955,0.00003486629,0.00003565329,0.00006372615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005850885,0.0002267205,0.9862187,0.00000919118,0.00002382354,0.000001321619,0.00641682,0.000576485,0.001057662,0.00003584721,0.0001271465,0.005247806],"study_design_scores_gemma":[0.001369561,0.0001233793,0.9850916,0.000009406162,0.000008007572,0.000007054226,0.0008381142,0.00009115153,0.001071905,0.0001255668,0.01117023,0.00009401197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979956,0.000014019,0.001110579,0.000128674,0.0002743354,0.0002724977,4.822778e-7,0.000004374618,0.0001994698],"genre_scores_gemma":[0.983232,0.00000299117,0.01551083,0.00008202895,0.00006455888,0.00003060916,0.000007539236,0.000006539643,0.001062958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01476362,"threshold_uncertainty_score":0.2396816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08129332339596823,"score_gpt":0.3300170065419153,"score_spread":0.2487236831459471,"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."}}