{"id":"W2155117793","doi":"10.7202/015741ar","title":"Impacts des barrages sur les caractéristiques des débits moyens annuels en fonction du mode de gestion et de la taille des bassins versants au Québec","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Forestry; Geology; Political science; Humanities; Philosophy; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005506809,0.0003752059,0.000318185,0.0001882552,0.002935774,0.0002467042,0.0004917617,0.0003518106,0.0001465228],"category_scores_gemma":[0.00181545,0.0003546343,0.0001323294,0.0005552304,0.01073916,0.001718124,0.0002824298,0.0003733235,0.00007107812],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004844879,"about_ca_system_score_gemma":0.000363121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.420138,"about_ca_topic_score_gemma":0.5812934,"domain_scores_codex":[0.9962685,0.001059137,0.0003555801,0.0005899689,0.0002901655,0.001436678],"domain_scores_gemma":[0.9981412,0.001066903,0.000168608,0.0002075591,0.00005383073,0.0003619103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005522784,0.0001861746,0.861796,0.000261245,0.00005931065,0.0001333898,0.04935903,0.05345434,0.009349714,0.0005219498,0.000471138,0.02435246],"study_design_scores_gemma":[0.0002904799,0.000392436,0.9580355,0.0004687581,0.0001392157,0.0002446966,0.002542244,0.02055052,0.004433039,0.01062269,0.001879455,0.0004009187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444578,0.0036495,0.04019312,0.001572774,0.0002057602,0.0002103597,0.00001817653,0.000132229,0.009560319],"genre_scores_gemma":[0.9704577,0.007184818,0.02113719,0.000200678,0.000195875,0.00001743192,0.000003805781,0.00002544954,0.0007770737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611555,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383592090089717,"score_gpt":0.3141619716683602,"score_spread":0.2703260507674631,"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."}}