{"id":"W2062767910","doi":"10.5539/ass.v9n9p94","title":"The Management of Water Points in Niger under the Communalization","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Order (exchange); Water supply; Rural area; Government (linguistics); Business; Process (computing); Local government; Environmental planning; Political science; Public administration; Environmental science; Computer science; Environmental engineering; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009661303,0.00004647864,0.00005251297,0.00001746319,0.001488967,0.0001611283,0.0007376543,0.0000309067,0.0001406625],"category_scores_gemma":[0.000008465188,0.00002216767,0.0000246324,0.0004523359,0.00157342,0.000399654,0.0001131067,0.00007554627,0.00004183199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009138129,"about_ca_system_score_gemma":0.00004397119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637785,"about_ca_topic_score_gemma":0.0006097962,"domain_scores_codex":[0.9988468,0.0001000228,0.0001280384,0.00009915625,0.0005129275,0.0003131134],"domain_scores_gemma":[0.999705,0.00001681352,0.00005368361,0.0001295773,0.00006974858,0.00002516915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004183235,0.0000249473,0.00562671,0.000005957177,0.00001237349,6.737453e-7,0.1168962,0.000003385178,0.0007875201,0.7807336,0.003643004,0.09226142],"study_design_scores_gemma":[0.0001187503,0.000007339868,0.7839363,0.00001401688,0.000003907793,1.228701e-7,0.07586157,0.00000630829,0.0008343888,0.1143003,0.02483217,0.00008481425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.386077,0.00002426326,0.0001022573,0.03624787,0.000354735,0.0004317009,8.809802e-7,0.00001517247,0.576746],"genre_scores_gemma":[0.9983888,0.00003336913,0.00003884827,0.0003963111,0.00005510263,0.00001281736,3.517226e-7,0.000002399521,0.001072013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7783095,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009854331492677091,"score_gpt":0.26804169651397,"score_spread":0.2581873650212929,"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."}}