{"id":"W2710691613","doi":"10.1177/1087724x17715267","title":"Features of Water Cooperatives: A Comparative Study of Finland and Kenya","year":2017,"lang":"en","type":"article","venue":"Public Works Management & Policy","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sewerage; Water supply; Business; Water sector; Developing country; Water industry; Irrigation; Comparative case; Water resources; Economic growth; Agricultural economics; Water resource management; Geography; Economics; Environmental engineering; Engineering; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218294,0.0002271588,0.0003418615,0.002660924,0.004933583,0.001666086,0.0004260192,0.0006950546,0.002601725],"category_scores_gemma":[0.002698887,0.000326251,0.000214989,0.003748055,0.001275614,0.001903475,0.001381367,0.000340211,0.0001553346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003251154,"about_ca_system_score_gemma":0.002620288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05438258,"about_ca_topic_score_gemma":0.1652854,"domain_scores_codex":[0.9993424,0.000182243,0.00005657835,0.00006715949,0.0001319471,0.0002195576],"domain_scores_gemma":[0.998423,0.0004628605,0.0005613205,0.00003666609,0.0002632426,0.0002529248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005582622,0.0006898968,0.6817374,0.0006811348,0.00009166038,0.006956974,0.2655663,0.0002841447,0.00430473,0.005184779,0.0008411483,0.0331036],"study_design_scores_gemma":[0.0000233436,0.0003130401,0.7123421,0.0002374159,0.00005231933,0.001078172,0.2793224,0.0001309657,0.0003687039,0.0001412878,0.005961225,0.00002894218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99707,0.000290604,0.00002678609,0.00004527044,0.000001343377,0.00002672467,0.00005104685,3.665598e-7,0.002487898],"genre_scores_gemma":[0.9988122,0.0004629568,0.00009792345,0.0000263833,0.000002041254,0.00001872104,0.00007045101,8.268266e-7,0.0005085294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05438258,"threshold_uncertainty_score":0.1081321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03610381180842936,"score_gpt":0.2784106966824685,"score_spread":0.2423068848740392,"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."}}