{"id":"W6959442073","doi":"10.1021/es1031745.s001","title":"Physical and Ecological Controls on Freshwater Floc\\nTrace Metal Dynamics","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Metal; Amorphous solid; Flocculation; Extracellular polymeric substance","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":[0.00009878683,0.0001590534,0.0001535214,0.0005254406,0.0007796788,0.0007390857,0.0002572609,0.0001833475,0.001491858],"category_scores_gemma":[0.0002399754,0.0001572844,0.000104277,0.0002724828,0.0006619309,0.0002199949,0.0005351451,0.0001079189,0.0002234926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991279,"about_ca_system_score_gemma":0.0009246705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1756809,"about_ca_topic_score_gemma":0.4318737,"domain_scores_codex":[0.9998983,0.000006260374,0.000004932342,0.00003402644,0.00001881643,0.0000376615],"domain_scores_gemma":[0.9998275,0.00001401172,0.00004642468,0.000006559732,0.00005105381,0.00005443925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002629605,0.00006093877,0.507254,0.0001666405,0.00004377751,0.0004724086,0.001945326,0.0003637719,0.4756964,0.0003929518,0.0003750005,0.01296581],"study_design_scores_gemma":[0.000001735676,0.00003132961,0.9966421,0.000002971904,0.000004694946,0.00003549595,0.0005879008,0.0001735976,0.001890656,0.00002509263,0.0006001562,0.000004247501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985228,0.00006236676,0.00006220163,0.00002190718,9.62527e-7,0.000004641575,0.0001270098,0.000007093599,0.001190974],"genre_scores_gemma":[0.9987745,0.00005880597,0.0001060279,0.00001107128,8.911826e-7,0.000004735485,0.0001207221,0.000002351534,0.0009211136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1756809,"threshold_uncertainty_score":0.3493166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009779293452030114,"score_gpt":0.206403754624586,"score_spread":0.1966244611725559,"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."}}