{"id":"W2787195239","doi":"10.3917/ried.233.0093","title":"Water, Energy, and Waste Services","year":2018,"lang":"en","type":"article","venue":"Revue internationale des études du développement","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Coproduction; Humanities; Political science; Art","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":[0.0002057539,0.0001070636,0.0001002035,0.00005657272,0.0003496028,0.0001432361,0.0002921779,0.00005151831,0.0004824085],"category_scores_gemma":[0.00001605974,0.00008675748,0.00003391309,0.00006657936,0.0002733598,0.0003273685,0.0001415225,0.00003595093,0.00003929821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839578,"about_ca_system_score_gemma":0.00003086964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009739432,"about_ca_topic_score_gemma":0.007660643,"domain_scores_codex":[0.9990344,0.00003636523,0.0001803993,0.0002163535,0.0002849772,0.0002474949],"domain_scores_gemma":[0.9995137,0.00002151842,0.0000640843,0.0000991003,0.0002203532,0.00008121739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008061963,0.0001687335,0.1490985,0.0001881452,0.0003248692,0.00003690878,0.09699085,0.00002153878,0.007744996,0.6503924,0.004390012,0.09056237],"study_design_scores_gemma":[0.0003453762,0.0000829679,0.01134131,0.000175035,0.00001530678,0.00001102005,0.00208134,0.0001687569,0.01657345,0.0201113,0.9488539,0.0002402935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605498,0.0001541793,0.0003190521,0.005711565,0.0004860273,0.00008424484,0.000009593356,0.00004713896,0.03263834],"genre_scores_gemma":[0.9887919,0.001575078,0.0009329498,0.000637097,0.001280504,0.00001676243,0.00001646802,0.00001078844,0.006738404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9444638,"threshold_uncertainty_score":0.5282035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840139792025959,"score_gpt":0.2648747244303835,"score_spread":0.2464733265101239,"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."}}