{"id":"W2102003061","doi":"10.2166/wp.2005.0013","title":"Sustainable community water: managing supply systems in the mid-hills of Nepal","year":2005,"lang":"en","type":"article","venue":"Water Policy","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Calgary","funders":"International Centre for Integrated Mountain Development","keywords":"Sustainability; Livelihood; Government (linguistics); Work (physics); Business; Water supply; Economic growth; Environmental planning; Environmental resource management; Agriculture; Geography; Economics; Engineering; Environmental engineering","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":[0.0007940877,0.0001668837,0.000244696,0.0003766915,0.0002800518,0.000172105,0.0005897309,0.00007303616,0.00003050895],"category_scores_gemma":[0.00001469402,0.0000914199,0.00007990785,0.0001921912,0.00008866387,0.0003250465,0.0001658687,0.0003388598,0.00005625908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601013,"about_ca_system_score_gemma":0.000007721366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05190357,"about_ca_topic_score_gemma":0.0003576712,"domain_scores_codex":[0.9980154,0.0005668491,0.0003969653,0.000139226,0.000210269,0.0006713084],"domain_scores_gemma":[0.9992731,0.00005418706,0.00004019119,0.0005164917,0.00006147081,0.00005451885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001856191,0.004885617,0.06209941,0.00620538,0.0002059916,0.000192556,0.7672549,0.005087557,0.05658869,0.01795961,0.07047109,0.007192967],"study_design_scores_gemma":[0.005078484,0.0002718521,0.01811908,0.0003001176,0.0000539686,0.0001581735,0.01772879,0.0006055957,0.67274,0.01024119,0.2740435,0.0006591981],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493877,0.000087844,0.000004975035,0.04550916,0.0001357974,0.0004634819,0.00001372552,0.00005514827,0.004342155],"genre_scores_gemma":[0.9966372,0.00000892547,0.00001938105,0.002058518,0.0005364493,0.00002796193,0.00008422245,0.00002315688,0.0006041968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7495261,"threshold_uncertainty_score":0.9544099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422310466885112,"score_gpt":0.275844293681858,"score_spread":0.2616211890130068,"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."}}