{"id":"W6983508533","doi":"","title":"Modélisation de la variabilité des sédiments en 
\\nsuspension dans deux bassins versants sur l'Île-du-Prince-Édouard avec le modèle SWAT.","year":2023,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Coastal zone; Siltation; River flood; Drainage basin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.00781555,0.0009039903,0.0006088219,0.0005542256,0.003042799,0.001043353,0.001056834,0.001802496,0.0001023224],"category_scores_gemma":[0.009925766,0.0009611283,0.000471552,0.001297104,0.005646497,0.00287768,0.0006690797,0.001617828,0.0007128759],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009989369,"about_ca_system_score_gemma":0.003415362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647826,"about_ca_topic_score_gemma":0.001683626,"domain_scores_codex":[0.9910389,0.003079162,0.001003264,0.00174435,0.002072067,0.001062317],"domain_scores_gemma":[0.9942746,0.00380688,0.0004965885,0.0005095332,0.0004456993,0.0004667018],"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":[0.0004662157,0.001889241,0.136467,0.0005767809,0.000707599,0.0005312837,0.01627769,0.7178142,0.04672841,0.0720119,0.003922911,0.00260669],"study_design_scores_gemma":[0.002723613,0.0001473619,0.7172082,0.001578351,0.0003924735,0.0004421521,0.001915017,0.1323556,0.02596181,0.08621722,0.0290112,0.002047037],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7428551,0.0001501085,0.02084107,0.0007424976,0.002442595,0.001026964,0.0001896161,0.0002925951,0.2314595],"genre_scores_gemma":[0.9297382,0.0002984019,0.0053798,0.0001276322,0.0003101937,0.0003074396,0.00093992,0.00008150916,0.06281696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5854586,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04948747710472392,"score_gpt":0.2876900262002001,"score_spread":0.2382025490954761,"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."}}