{"id":"W2000150953","doi":"10.5150/revue-paralia.2013.003","title":"Benthic quality evaluation of immersion zones of sediments dredging","year":2013,"lang":"en","type":"article","venue":"Revue Paralia","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Dredging; Benthic zone; Sediment; Environmental science; Ecosystem; Marine ecosystem; Environmental quality; Context (archaeology); Oceanography; Environmental resource management; Geology; Ecology; Geomorphology","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":[0.0006576706,0.000361416,0.0002905201,0.001475731,0.0003303218,0.0007254937,0.0001635896,0.0002685712,0.001598833],"category_scores_gemma":[0.001005523,0.0001670985,0.0004573146,0.000864082,0.0003195659,0.000245944,0.0005718605,0.0002335646,0.0002517012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349769,"about_ca_system_score_gemma":0.0001792235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003424513,"about_ca_topic_score_gemma":0.00606912,"domain_scores_codex":[0.9992123,0.00007821185,0.00006025407,0.0000945025,0.0004881027,0.00006658099],"domain_scores_gemma":[0.9990779,0.0001133083,0.0002135765,0.00005094038,0.0004122204,0.0001320974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002372927,0.0002898545,0.4887552,0.0005261565,0.000235893,0.0006143856,0.002287062,0.002208849,0.4368099,0.0001936581,0.000274066,0.06543202],"study_design_scores_gemma":[0.00001463191,0.001948343,0.9320461,0.00002445391,0.0001075703,0.000287221,0.0009123764,0.0008217025,0.06250708,0.0000488274,0.001258098,0.00002344123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964654,0.0002124084,0.001410141,0.000006622837,0.000008318695,0.00003084963,0.0001864247,0.00001383648,0.001666002],"genre_scores_gemma":[0.996311,0.000159796,0.001616878,0.000007813569,0.000003483657,0.00001270702,0.0002570494,0.000008642352,0.001622685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003424513,"threshold_uncertainty_score":0.006809175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06561204888350017,"score_gpt":0.2836543853212802,"score_spread":0.2180423364377801,"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."}}