{"id":"W7135328254","doi":"","title":"Sediment Dredging Methods","year":2010,"lang":"","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Environmental and Sediment Control","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dredging; Sediment; Yard; Hydrology (agriculture); Environmental remediation; Excavation; River management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002362362,0.001515501,0.000989559,0.006134323,0.002232116,0.002171087,0.002226929,0.0008683288,0.02282392],"category_scores_gemma":[0.002840025,0.0007337753,0.0007393549,0.004108992,0.0006284261,0.001251776,0.001712653,0.00160797,0.01389925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009170281,"about_ca_system_score_gemma":0.00167417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003913823,"about_ca_topic_score_gemma":0.01462098,"domain_scores_codex":[0.9952827,0.0002436712,0.0008561714,0.001227353,0.002195301,0.0001947721],"domain_scores_gemma":[0.9971413,0.0003243416,0.00027028,0.0006046467,0.00154436,0.000115033],"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":[0.0004968853,0.0003315577,0.01239984,0.001739588,0.00008426889,0.0003948988,0.001047163,0.003227761,0.1721784,0.005419908,0.02933458,0.7733452],"study_design_scores_gemma":[0.0001504706,0.0014235,0.02702993,0.0005451444,0.0001829735,0.001446812,0.0007056771,0.007292991,0.2746648,0.002128088,0.6842219,0.0002076476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04492748,0.004505401,0.8443553,0.0005216534,0.00141599,0.006236451,0.014047,0.006057571,0.07793301],"genre_scores_gemma":[0.08836085,0.006224683,0.7727552,0.0005468816,0.0001687883,0.005320918,0.01406513,0.001353993,0.1112035],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02282392,"threshold_uncertainty_score":0.07635367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00813812375461234,"score_gpt":0.2262291245060795,"score_spread":0.2180910007514672,"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."}}