{"id":"W1975664670","doi":"10.1623/hysj.52.2.318","title":"Intégration d'un filtre de Kalman dans le modèle hydrologique HBV pour la prévision des débits","year":2007,"lang":"fr","type":"article","venue":"Hydrological Sciences Journal","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Physics; Forestry; Philosophy; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239,0.0007962199,0.001028811,0.0006613542,0.0005622797,0.001521241,0.0009906334,0.00124195,0.005516163],"category_scores_gemma":[0.00262675,0.0005689586,0.00131086,0.000781142,0.0005237535,0.002114715,0.0009265499,0.001587942,0.001710125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205896,"about_ca_system_score_gemma":0.002064923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02936596,"about_ca_topic_score_gemma":0.03188061,"domain_scores_codex":[0.9994653,0.00009860289,0.00003365343,0.000132666,0.000207259,0.00006251958],"domain_scores_gemma":[0.9990736,0.0003769338,0.00007998908,0.0001594757,0.0002799139,0.00003003598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002670643,0.0001044706,0.009517226,0.000224579,0.0001546052,0.0001419295,0.0004407713,0.6058415,0.02118521,0.01778051,0.001806704,0.3425356],"study_design_scores_gemma":[0.00002526078,0.0001099563,0.002627651,0.00003349064,0.00005380278,0.00004739158,0.00005047064,0.9729215,0.01426907,0.002533083,0.007272695,0.00005553963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02476526,0.0001523291,0.9711415,0.0001243121,0.00009515624,0.00004423096,0.0001619051,0.001575769,0.001939488],"genre_scores_gemma":[0.4560385,0.0007408477,0.5222574,0.000135823,0.00009829281,0.000218064,0.0006051922,0.0005664229,0.01933949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02936596,"threshold_uncertainty_score":0.05839008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249078562004556,"score_gpt":0.2526516928950807,"score_spread":0.2301609072750352,"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."}}