{"id":"W4307789805","doi":"","title":"L’évaluation du risque écotoxicologique du rejet en eau libre des sédiments, en soutien à la gestion des projets de dragage en eau douce","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Sediment Control","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Dredging; Sediment; Environmental science; Ecology; Water resource management; Hydrology (agriculture); Engineering; Geology; Geotechnical engineering; Biology","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":[0.0040827,0.0015111,0.001397178,0.003139508,0.001401511,0.004412042,0.0009648201,0.002659975,0.00279967],"category_scores_gemma":[0.005246638,0.0007405349,0.001865129,0.001952322,0.001237258,0.001212842,0.001289446,0.001093557,0.000771873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002705922,"about_ca_system_score_gemma":0.00163155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.073732,"about_ca_topic_score_gemma":0.07363288,"domain_scores_codex":[0.9943474,0.001103626,0.0001927013,0.0009106349,0.003109399,0.0003361696],"domain_scores_gemma":[0.9953117,0.001528231,0.0005699637,0.0002909496,0.002132983,0.0001662176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003200392,0.0008126529,0.365047,0.001394009,0.00163888,0.001174794,0.003646226,0.02934752,0.4068034,0.001170481,0.001772542,0.183992],"study_design_scores_gemma":[0.00009724035,0.003332624,0.6659019,0.0002027864,0.0008510157,0.0008065116,0.003384007,0.01496204,0.2906453,0.0006962264,0.01892348,0.0001968474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978353,0.002280467,0.009997222,0.000284116,0.0001195406,0.0001242388,0.0007208403,0.000130795,0.007989787],"genre_scores_gemma":[0.9696377,0.001948217,0.008387565,0.0001133599,0.0000569996,0.0001016791,0.0009401782,0.0001190419,0.01869523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.073732,"threshold_uncertainty_score":0.1466057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408958339959916,"score_gpt":0.2076833850225859,"score_spread":0.1935938016229867,"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."}}