{"id":"W42431784","doi":"10.4000/eps.5824","title":"Vivre avec la pénurie d’eau à Recife","year":2014,"lang":"fr","type":"article","venue":"Espace populations sociétés","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Economic shortage; Art; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006805001,0.0002963809,0.000340661,0.00006617503,0.001198086,0.0001923648,0.0003900087,0.0005595313,0.004879188],"category_scores_gemma":[0.0004228608,0.0003144848,0.0002478824,0.0006360248,0.0006952356,0.0007718538,0.00008472748,0.0004965185,0.0007509089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640675,"about_ca_system_score_gemma":0.0001445956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003546014,"about_ca_topic_score_gemma":0.003183776,"domain_scores_codex":[0.9972326,0.0007354027,0.0003718882,0.0004276696,0.0005765527,0.0006558458],"domain_scores_gemma":[0.9987525,0.0001591682,0.0002898541,0.0004502356,0.0001366797,0.0002115151],"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":[0.00001443777,0.0001053668,0.02296196,0.00003841284,0.00004533587,0.000004132651,0.05265965,0.001502086,0.0000258927,0.5845584,0.2828549,0.05522937],"study_design_scores_gemma":[0.0003332414,0.00004287264,0.04732674,0.00007632321,0.0000693584,0.00000410937,0.002806171,0.0009055088,0.00002739959,0.05375714,0.8942856,0.0003655929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1272805,0.005723466,0.01279476,0.279501,0.02537823,0.000895658,0.0001987708,0.0004857716,0.5477418],"genre_scores_gemma":[0.8055467,0.0004660739,0.004489364,0.001305677,0.002764633,0.00002060856,0.00003902413,0.000052713,0.1853152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6782662,"threshold_uncertainty_score":0.9999307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04835278100590503,"score_gpt":0.3730501387369837,"score_spread":0.3246973577310787,"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."}}