{"id":"W2044174220","doi":"10.1007/s10661-014-4044-7","title":"Metal binding in soil cores and sediments in the vicinity of a dammed agricultural and industrial watershed","year":2014,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université Libanaise; Centre National de la Recherche Scientifique; Agence Universitaire de la Francophonie","keywords":"Calcareous; Organic matter; Environmental chemistry; Cadmium; Cation-exchange capacity; Soil texture; Sediment; Soil organic matter; Soil pH; Metal; Chemistry; Soil science; Environmental science; Mineralogy; Geology; Soil water","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009267167,0.0002062174,0.0002571527,0.00004779983,0.0001047336,0.00003165234,0.0001290316,0.00008291387,0.00002993714],"category_scores_gemma":[0.00001582725,0.0001418324,0.00002351164,0.0000806157,0.0003244445,0.0001957465,0.0003331431,0.0002988602,0.000003958688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992099,"about_ca_system_score_gemma":0.000002483899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002996618,"about_ca_topic_score_gemma":0.00001604116,"domain_scores_codex":[0.9982997,0.0002847427,0.0003315819,0.0003717445,0.0004202142,0.0002920559],"domain_scores_gemma":[0.9995133,0.00014235,0.00009682153,0.000158709,3.206619e-7,0.00008853654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001304284,0.0001623663,0.9191491,0.000006647661,0.00001080667,0.000002674348,0.001048334,0.0001462572,0.07055702,0.000007053689,0.000006581154,0.00889014],"study_design_scores_gemma":[0.001134425,0.0001633134,0.982879,0.0000316327,0.00002058675,0.000008808516,0.00234951,0.0001080703,0.01285365,0.00003479886,0.0002530848,0.0001630608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988729,0.00006016195,0.000005118681,0.0001345629,0.0001188769,0.000296256,0.00000519184,0.000005321057,0.0005016359],"genre_scores_gemma":[0.9991324,0.0001599968,0.0005448342,0.00001865036,0.00005753011,0.00004116151,0.000006422294,0.000009802534,0.00002918921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06372999,"threshold_uncertainty_score":0.5783755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405406007860834,"score_gpt":0.2621997018109343,"score_spread":0.2381456417323259,"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."}}