{"id":"W2538422604","doi":"10.1007/s11368-016-1578-z","title":"Evaluation of biogeochemical reactivity of fresh and weathered contaminated dredged sediments","year":2016,"lang":"en","type":"article","venue":"Journal of Soils and Sediments","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Technologique des Résidus Industriels; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Biogeochemical cycle; Environmental chemistry; Sulfur; Iron bacteria; Weathering; Sediment; Sulfide; Chemistry; Anoxic waters; Leaching (pedology); Oxidizing agent; Contamination; Environmental science; Geology; Geochemistry; Bacteria; Ecology; Soil water; Soil science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242976,0.00006672646,0.0001750166,0.00004659971,0.00002000617,0.000003555058,0.00006028081,0.00005890921,0.0002097357],"category_scores_gemma":[0.0001139079,0.00004107747,0.00003337133,0.00005632343,0.0001259882,0.0001805521,0.00004676852,0.00004536274,8.777519e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005354006,"about_ca_system_score_gemma":0.0000164859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000492643,"about_ca_topic_score_gemma":0.000003559702,"domain_scores_codex":[0.9988856,0.00008521733,0.00031196,0.00008570984,0.0005526944,0.00007877223],"domain_scores_gemma":[0.9993004,0.00005100657,0.0004248889,0.00006782301,0.00009245129,0.00006348832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003802941,0.0001071843,0.02091664,0.000007407844,0.00003528935,0.00000110827,0.0002250603,3.651449e-7,0.9405078,0.000003446746,0.000510852,0.03764683],"study_design_scores_gemma":[0.001761335,0.0002604979,0.04129712,0.0001015952,0.00009673771,0.000009506838,0.00008299175,0.0001229079,0.9543428,0.001698242,0.0001674308,0.00005879212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988951,0.0001702219,0.00008403375,0.0001107749,0.00004230101,0.0001027245,0.00001071146,0.000002482366,0.000581615],"genre_scores_gemma":[0.9994723,0.0002022574,0.0002539071,0.00001638091,0.00001807209,0.00000132145,0.000001030742,0.000003605622,0.00003112589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03758804,"threshold_uncertainty_score":0.2296459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631776365590504,"score_gpt":0.262210268156559,"score_spread":0.2458925045006539,"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."}}