{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007249851,0.0001407711,0.0002161281,0.00002976641,0.00001842437,0.000009793435,0.0001061226,0.00006743784,0.008679789],"category_scores_gemma":[0.000003794161,0.0001111314,0.00009668653,0.00009433313,0.000149965,0.00005791831,0.00002092267,0.0001082908,0.0000175172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000721664,"about_ca_system_score_gemma":0.00001037044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003316964,"about_ca_topic_score_gemma":0.00002658298,"domain_scores_codex":[0.9991643,0.00001549003,0.0002314257,0.0002614259,0.0001743215,0.0001530301],"domain_scores_gemma":[0.9997106,0.00002026315,0.00005626584,0.0001436547,0.000001690649,0.00006750002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003691024,0.00007743988,0.9330583,0.0001532898,0.00006932378,0.000003598632,0.0001071783,0.00003135081,0.06497902,6.273849e-8,0.0003283047,0.00115518],"study_design_scores_gemma":[0.0001380687,0.0000529022,0.8070061,0.00003055489,0.00002820521,0.000003664687,0.0001847011,0.0007070762,0.1915631,0.000136577,0.00003978338,0.0001093131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998114,0.0003724246,0.0000201617,0.00005149734,0.00004988541,0.00005389777,0.000477584,0.000006041189,0.0008544568],"genre_scores_gemma":[0.9992707,0.0001062553,0.00006774809,0.000008785847,0.00003234721,6.787754e-7,0.0002629384,0.000002998107,0.0002475827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265841,"threshold_uncertainty_score":0.9922264,"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."}}