{"id":"W4391885477","doi":"10.3389/fenvc.2024.1342500","title":"Impact of organic matter of different origins on lanthanum speciation, bioavailability and toxicity toward a green alga","year":2024,"lang":"en","type":"article","venue":"Frontiers in Environmental Chemistry","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Université de Bordeaux","keywords":"Bioavailability; Genetic algorithm; Lanthanum; Environmental chemistry; Organic matter; Toxicity; Chemistry; Environmental science; Biology; Ecology; Inorganic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001320946,0.0003037937,0.0002091567,0.0002673961,0.0003227561,0.0005628649,0.0001059925,0.0002507446,0.0005428988],"category_scores_gemma":[0.0003007921,0.0001205698,0.0001626035,0.000223528,0.0002845095,0.0001900897,0.000323352,0.0001799249,0.00008612309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000662477,"about_ca_system_score_gemma":0.0006133772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02080734,"about_ca_topic_score_gemma":0.03583575,"domain_scores_codex":[0.999813,0.00003052434,0.00001338262,0.00004215485,0.00005677026,0.00004423765],"domain_scores_gemma":[0.9997532,0.00004943952,0.00006515712,0.0000108323,0.00007132719,0.00005006334],"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":[0.0002843982,0.00002132982,0.007496151,0.00007801359,0.00002596455,0.00007582907,0.00006809082,0.00008971922,0.990115,0.00001800315,0.00002118241,0.001706269],"study_design_scores_gemma":[0.00002052155,0.001161318,0.2515183,0.00002548877,0.0001227731,0.0001775198,0.0007541349,0.0006821555,0.7430475,0.00005619733,0.002410126,0.00002389906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993035,0.0002291463,0.00007515326,0.00001799107,0.000002596268,0.000005421872,0.00008334074,0.000004043513,0.0002788711],"genre_scores_gemma":[0.998722,0.0002917957,0.0002322078,0.00004050519,0.000001604514,0.000006811402,0.0001481312,0.000004307302,0.0005526818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02080734,"threshold_uncertainty_score":0.04137242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004479081371066186,"score_gpt":0.1816477971836911,"score_spread":0.177168715812625,"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."}}