{"id":"W2136680346","doi":"10.4000/vertigo.9221","title":"Développement durable et impacts des politiques publiques de gestion de la vallee du fleuve Sénégal : Du régional au local","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Forestry; Humanities; Geography; Art","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001013641,0.000267182,0.0002320871,0.00006646394,0.000518482,0.000311418,0.0003181365,0.0004319371,0.0003560395],"category_scores_gemma":[0.0005094406,0.0002546531,0.0001421912,0.0002534407,0.0007841383,0.001256794,0.00005504933,0.0003876608,0.00004035235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002729169,"about_ca_system_score_gemma":0.001872263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0190636,"about_ca_topic_score_gemma":0.00289396,"domain_scores_codex":[0.9971862,0.0007052307,0.0002989279,0.0002991273,0.0004737063,0.001036781],"domain_scores_gemma":[0.9989499,0.0001411849,0.0001267434,0.0001448521,0.0002177787,0.0004195458],"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":[0.000100245,0.0002458132,0.4242565,0.00004699892,0.00005844831,0.00007954189,0.0389343,0.0004278913,0.001025063,0.4354734,0.08883559,0.01051619],"study_design_scores_gemma":[0.0003610257,0.0002606705,0.7302361,0.0002171915,0.00003133221,0.00006034703,0.00100754,0.0003210862,0.003495068,0.1791102,0.08462262,0.0002768685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8462484,0.0009284777,0.005027591,0.1315734,0.0003935582,0.0001402697,0.00002675729,0.0001115483,0.01555004],"genre_scores_gemma":[0.9830058,0.005355958,0.003685536,0.005522814,0.001158622,0.000008313358,0.00001561376,0.00001891807,0.001228384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3059795,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851128827681637,"score_gpt":0.2950012744976208,"score_spread":0.2764899862208045,"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."}}