{"id":"W1873406054","doi":"10.1139/l08-125","title":"Hydrometeorological validation of a Canadian Regional Climate Model simulation within the Chaudière and Châteauguay watersheds (Québec, Canada)","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Hydrometeorology; Watershed; Environmental science; Precipitation; Surface runoff; Hydrology (agriculture); Climate change; Spring (device); Climatology; Meteorology; Geography; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001115659,0.0007201501,0.0004394622,0.0003770093,0.00130017,0.000974088,0.00132551,0.0005655217,0.0007557512],"category_scores_gemma":[0.002136637,0.0002951422,0.0005227448,0.0006256668,0.0005954096,0.0003691503,0.0003985393,0.0005304521,0.0001258484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399194,"about_ca_system_score_gemma":0.01342406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691409,"about_ca_topic_score_gemma":0.9668248,"domain_scores_codex":[0.9995782,0.0001078621,0.00001792637,0.0001084871,0.00009570276,0.00009189831],"domain_scores_gemma":[0.9989145,0.0002156089,0.00005982678,0.00007346072,0.0006232364,0.0001134224],"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":[0.0003151774,0.0002921202,0.1218619,0.00006234944,0.0001570956,0.0002262196,0.0002503316,0.8522989,0.008089953,0.0005318438,0.002563883,0.01335036],"study_design_scores_gemma":[0.0001345289,0.00008448408,0.05986091,0.00001251821,0.00004592177,0.000019662,0.0001632653,0.9351832,0.003043857,0.00006094772,0.001345652,0.00004516715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994624,0.00005566748,0.001306614,0.0001224984,0.0000119478,0.00004923435,0.001146193,0.0001950645,0.002488741],"genre_scores_gemma":[0.994562,0.00003892235,0.003597339,0.00003846647,0.000002409583,0.00003552888,0.001115467,0.00003195278,0.0005779288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03085905,"threshold_uncertainty_score":0.1015191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108733017245322,"score_gpt":0.1779560327792101,"score_spread":0.1668687026067568,"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."}}