{"id":"W4298400473","doi":"","title":"Stratégies graduées d'évaluation des risques environnementaux induits par les sédiments fluviaux : revue bibliographique sur la caractérisation des risques et des incertitudes associées","year":2011,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Political science","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":[0.009469182,0.002295739,0.003896945,0.0175534,0.00072032,0.007394018,0.002323923,0.002704537,0.007861823],"category_scores_gemma":[0.01778304,0.0008701041,0.003115684,0.01478815,0.002124653,0.004223975,0.001444336,0.001992544,0.001960493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005588682,"about_ca_system_score_gemma":0.007717259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03804253,"about_ca_topic_score_gemma":0.02458382,"domain_scores_codex":[0.9955001,0.001351957,0.0009305457,0.0007403182,0.0013234,0.0001536403],"domain_scores_gemma":[0.9794399,0.01446836,0.001317655,0.0005845827,0.004014885,0.0001746486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001663772,0.0001096107,0.004892058,0.03803664,0.0009662532,0.0002783844,0.001041597,0.003813565,0.001378377,0.01401912,0.008226858,0.9270712],"study_design_scores_gemma":[0.0000779214,0.0003899542,0.02841724,0.06874719,0.003743857,0.001323421,0.002106983,0.004098019,0.004983755,0.01869704,0.8670779,0.0003366386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002954241,0.9780656,0.009797364,0.001397406,0.0003318204,0.00007847382,0.0006774658,0.0001229608,0.006574654],"genre_scores_gemma":[0.02700246,0.9531469,0.01472456,0.0007315362,0.0004193414,0.0001858261,0.0009397715,0.00006052979,0.002789102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03804253,"threshold_uncertainty_score":0.07564223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074333786879052,"score_gpt":0.2449369534871478,"score_spread":0.2041936156183573,"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."}}