{"id":"W2067046174","doi":"10.1139/l04-042","title":"Évaluation de la performance d'un modèle de simulation des débits journaliers en climat semi-aride","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Environmental science; Hydrology (agriculture); Geology; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003357122,0.001235352,0.001086676,0.0005384509,0.0005610487,0.001378662,0.0008656989,0.001695038,0.0007942788],"category_scores_gemma":[0.006144579,0.0005237847,0.0008670837,0.0005080088,0.0007283811,0.0008429507,0.000670377,0.001199933,0.0001514231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338435,"about_ca_system_score_gemma":0.001002725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03141917,"about_ca_topic_score_gemma":0.01191581,"domain_scores_codex":[0.9992265,0.0004038412,0.00005182069,0.00009707265,0.0001355291,0.00008531346],"domain_scores_gemma":[0.9962823,0.002616986,0.0002015134,0.0001986423,0.0005375372,0.0001629913],"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":[0.0001574014,0.00008139529,0.003591926,0.00002773268,0.00006911428,0.00001850992,0.00002123161,0.9914063,0.0008405189,0.0003757433,0.00007021004,0.003339808],"study_design_scores_gemma":[0.00001600007,0.0000603534,0.0003523141,0.00000201197,0.000009405443,0.000002997517,0.000004236354,0.998995,0.0004465913,0.00005418888,0.00005350024,0.000003403789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394313,0.0005148741,0.0559977,0.0003635812,0.0000800874,0.0000996934,0.0003173174,0.0005392315,0.002656415],"genre_scores_gemma":[0.9826447,0.000228869,0.01616981,0.00003388023,0.00002397273,0.00008491648,0.0002823203,0.00003082924,0.000500665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03141917,"threshold_uncertainty_score":0.06247258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092107122310497,"score_gpt":0.2032719328754597,"score_spread":0.1923508616523547,"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."}}