{"id":"W2070165867","doi":"10.1016/j.chemosphere.2010.12.089","title":"Physico-chemical changes in metal-spiked sediments deployed in the field: Implications for the interpretation of in situ studies","year":2011,"lang":"en","type":"article","venue":"Chemosphere","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Australian Research Council; Australian Antarctic Division; National Research Council Canada","keywords":"Sediment; Benthic zone; Environmental chemistry; Environmental science; Contamination; Chemistry; Geology; Ecology; Oceanography; Biology","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":[0.0003888725,0.00009721755,0.0001549642,0.000007755906,0.00002306936,0.000003310906,0.0003199635,0.00004484183,0.00008102341],"category_scores_gemma":[0.0001527145,0.00006172474,0.00003898719,0.0001976417,0.0001431287,0.00007457305,0.0001215868,0.0001035182,0.000009783058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157026,"about_ca_system_score_gemma":0.000003669419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693332,"about_ca_topic_score_gemma":0.001442112,"domain_scores_codex":[0.9992549,0.00005243057,0.0002170377,0.0001949773,0.0001157951,0.0001648184],"domain_scores_gemma":[0.9991918,0.0004256248,0.0000708166,0.000294448,0.000003234449,0.00001404921],"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":[0.0001986844,0.001610497,0.2301809,0.0001079649,0.0001111612,0.000002753811,0.07145753,0.0007590166,0.5459937,0.0003766924,0.002628281,0.1465727],"study_design_scores_gemma":[0.000861326,0.0001038007,0.4807038,0.00005315527,0.00004245064,8.732164e-7,0.00596235,0.0008665685,0.5057227,0.004897219,0.0005955365,0.0001901723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99627,0.0002097831,0.0002789449,0.001444342,0.00003635952,0.0006365418,0.000001995371,0.000005514673,0.001116529],"genre_scores_gemma":[0.9977114,0.00006103626,0.001142697,0.0005536339,0.000008247222,0.0004897361,0.000001983862,0.000008251966,0.00002306184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505229,"threshold_uncertainty_score":0.2517062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286605624042738,"score_gpt":0.3067260606703701,"score_spread":0.2638600044299427,"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."}}