{"id":"W2256531556","doi":"","title":"Gestion des ressources hydriques adaptee aux changements climatiques pour la production optimale d'hydroelectricite. Etude de cas: Bassin versant de la riviere Manicouagan","year":2013,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Met Office","keywords":"Forestry; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004536683,0.0006766559,0.0004351574,0.000269024,0.0003910875,0.001043477,0.0005793107,0.000629461,0.002609097],"category_scores_gemma":[0.0009105895,0.0004075024,0.0005581042,0.0003682872,0.0003089672,0.0004953265,0.0004380915,0.0005508704,0.0003737577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372641,"about_ca_system_score_gemma":0.002014882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111248,"about_ca_topic_score_gemma":0.159094,"domain_scores_codex":[0.9998553,0.00002881126,0.000004441612,0.00004364691,0.0000455466,0.00002225188],"domain_scores_gemma":[0.9997807,0.00009363557,0.00002513619,0.00001780539,0.00006668713,0.00001593917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001089248,0.00004111955,0.006725164,0.0001821005,0.00005136274,0.0001099707,0.0001920997,0.925522,0.02397287,0.001408028,0.0004908665,0.04119561],"study_design_scores_gemma":[0.00001937137,0.0001073751,0.008006861,0.00002168682,0.00003044143,0.00002804733,0.0001775106,0.9790155,0.008265603,0.0009366741,0.003361946,0.00002900537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4593863,0.0006605185,0.5206641,0.0004872516,0.0000691496,0.0002200332,0.0008085078,0.001124772,0.01657938],"genre_scores_gemma":[0.8981529,0.0002550579,0.09242813,0.00004221086,0.000006999514,0.0001357473,0.0002992407,0.0001161054,0.008563583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.888752,"threshold_uncertainty_score":0.2212009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019220880966885,"score_gpt":0.2089879485854697,"score_spread":0.1887957397758008,"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."}}