{"id":"W6959189864","doi":"10.1021/acs.est.8b03659.s001","title":"Effect\\nof Transient Wave Forcing on the Behavior of\\nArsenic in a Nearshore Aquifer","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquifer; Forcing (mathematics); Sediment transport; Flux (metallurgy); Sediment; Storm; Hydrology (agriculture)","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":[0.00007145668,0.00008987496,0.0001111609,0.00009367022,0.0001967894,0.0002328284,0.0001142135,0.0001320023,0.0008715912],"category_scores_gemma":[0.0001508581,0.00006116235,0.00008616179,0.0001154634,0.0001907064,0.0001050433,0.0002038123,0.0001355934,0.0000703172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005129036,"about_ca_system_score_gemma":0.0003388962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02520345,"about_ca_topic_score_gemma":0.02714732,"domain_scores_codex":[0.9999644,0.000004360892,0.000001783886,0.000007921853,0.000008543767,0.00001296638],"domain_scores_gemma":[0.9999487,0.00001597172,0.000009554619,0.000004792444,0.00001018149,0.0000108278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001183782,0.0003203232,0.2562431,0.00007957234,0.00005697761,0.0007330027,0.0004454824,0.02332005,0.6853727,0.0005540284,0.0005883931,0.03110269],"study_design_scores_gemma":[0.00008290409,0.0009863321,0.7902862,0.00001026413,0.00005794696,0.0001450732,0.001503391,0.08435636,0.1202295,0.0002931452,0.00201359,0.0000351393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994055,0.000008807789,0.0001362004,0.00001072746,9.838199e-7,0.000001918641,0.00003178653,0.000005804446,0.0003982397],"genre_scores_gemma":[0.9996156,0.00001995668,0.00007168272,0.000005334961,3.445826e-7,0.000001532018,0.00003633292,0.000001143297,0.0002480652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02520345,"threshold_uncertainty_score":0.0501135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07089388728306849,"score_gpt":0.3461338565932264,"score_spread":0.2752399693101579,"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."}}