{"id":"W126153728","doi":"","title":"RELATIONSHIP BETWEEN GRAIN SIZE AND HEAVY METALS IN SEDIMENTS FROM BEACHES ALONG THE COAST OF GUYANA","year":2003,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Sediment; Grain size; Heavy metals; Geology; Zinc; Vanadium; Mineralogy; Copper; Chromium; Nickel; Metal; Cadmium; Environmental chemistry; Oceanography; Metallurgy; Geomorphology; Chemistry; Materials science","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":[0.009438505,0.0001175117,0.0002993795,0.0001102355,0.0001388738,0.00003290213,0.0003596372,0.00008029083,0.0004535305],"category_scores_gemma":[0.003935989,0.00008183417,0.00007599666,0.0004167053,0.0007304241,0.0002862586,0.0003005562,0.0007831461,0.00002986949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163376,"about_ca_system_score_gemma":0.00005463368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101953,"about_ca_topic_score_gemma":0.0008257602,"domain_scores_codex":[0.9955545,0.001546385,0.0006954975,0.0001852641,0.001653876,0.0003644617],"domain_scores_gemma":[0.9951369,0.004157943,0.0002267019,0.0002621688,0.00002304759,0.0001932046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005458611,0.0001087738,0.9921227,0.00000679125,0.00002783021,0.0000224727,0.0008968154,0.0002008085,0.004341049,0.00008451043,0.000373535,0.001760199],"study_design_scores_gemma":[0.0005684041,0.0001866547,0.981784,0.00004447087,0.00001568527,0.00001367271,0.001206279,0.00001211297,0.00865013,0.005714018,0.00173013,0.00007439087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973143,0.0003557566,0.0001624791,0.0006603649,0.00005399067,0.0002040054,0.0000181949,0.00000151736,0.001229388],"genre_scores_gemma":[0.9978178,0.00006011878,0.001760247,0.00002472901,0.00003775703,0.000004273454,0.00000117796,0.00001404367,0.000279849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01033858,"threshold_uncertainty_score":0.496584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084930623275307,"score_gpt":0.3635931570853403,"score_spread":0.2551000947578096,"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."}}