{"id":"W4386726115","doi":"10.1007/s11356-023-29782-1","title":"Kinetics of metal and metalloid concentrations in holopelagic Sargassum reaching coastal environments","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Université de Bordeaux","keywords":"Sargassum; Mangrove; Habitat; Seagrass; Fucales; Algae; Ecology; Environmental science; Environmental chemistry; Biology; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168196,0.0002274507,0.000179628,0.0001921067,0.0002040068,0.0004076588,0.0002004363,0.0002277519,0.001040849],"category_scores_gemma":[0.0002177737,0.0001500437,0.000177464,0.0001810587,0.0002057977,0.000220336,0.0002271233,0.0003962642,0.0003307844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751587,"about_ca_system_score_gemma":0.0002422615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020511,"about_ca_topic_score_gemma":0.008154618,"domain_scores_codex":[0.9999567,0.000004157376,0.000003106932,0.00001745605,0.000007005734,0.0000114872],"domain_scores_gemma":[0.9998442,0.00005409213,0.00002381882,0.000008265873,0.00004535888,0.00002420112],"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":[0.001085619,0.00003441311,0.01211888,0.00007200572,0.0000175075,0.00009591752,0.0002524036,0.001100314,0.9810642,0.0001012133,0.00008523338,0.0039722],"study_design_scores_gemma":[0.00005271479,0.001731563,0.1781721,0.00002528965,0.00009312442,0.0001895203,0.001577372,0.01135661,0.8025976,0.0002664031,0.00389493,0.00004279544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984618,0.00008207968,0.0002962435,0.00002244867,0.000004270982,0.00000592533,0.0002183242,0.00001328942,0.000895522],"genre_scores_gemma":[0.995306,0.0001291924,0.0005170495,0.00002366287,0.000002697794,0.00001042077,0.0004114617,0.000009172032,0.003590297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020511,"threshold_uncertainty_score":0.02029145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05102526879962462,"score_gpt":0.3332671948353456,"score_spread":0.282241926035721,"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."}}