{"id":"W2900486445","doi":"","title":"The Ambiguity of Community: Debating Alternatives to Private-Sector Provision of Urban Water Supply","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ambiguity; Environmental planning; Water sector; Business; Water supply; Private sector; Natural resource economics; Environmental resource management; Economics; Geography; Environmental science; Economic growth; Environmental engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000960906,0.000102284,0.0001772554,0.00008330459,0.0007729079,0.00009065996,0.001443069,0.00005842056,0.000006551842],"category_scores_gemma":[0.00004001124,0.00006352861,0.0001408336,0.0003315532,0.0004610931,0.001155231,0.0004027469,0.0001853305,9.759676e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004120278,"about_ca_system_score_gemma":0.0000846433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003771172,"about_ca_topic_score_gemma":0.0000526535,"domain_scores_codex":[0.9989272,0.0002755051,0.0002169017,0.00009229838,0.0002893377,0.0001987633],"domain_scores_gemma":[0.9990782,0.0001222667,0.0002335935,0.0004410513,0.00005019139,0.00007468831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004958328,0.0004495091,0.848857,0.00008531717,0.0001882444,0.00002406875,0.06781924,0.00009781936,0.02634915,0.03728379,0.008222167,0.01012782],"study_design_scores_gemma":[0.0003532224,0.0004224672,0.3525227,0.0002216469,0.00003189139,0.000001912953,0.006159233,0.000004679933,0.484339,0.002795588,0.1529164,0.0002312493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499295,0.00001853222,0.000004437312,0.001026525,0.0001098953,0.0002223626,0.00007316413,0.0000223876,0.0485932],"genre_scores_gemma":[0.9956943,0.000005785452,0.00004182089,0.00004245579,0.00003665173,1.778736e-7,0.000006562888,0.000006459963,0.004165804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4963344,"threshold_uncertainty_score":0.5944661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008454787853195488,"score_gpt":0.197459374167284,"score_spread":0.1890045863140886,"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."}}