{"id":"W4414554289","doi":"10.1186/s43591-025-00145-6","title":"The Toxicity of Microplastics Explorer (ToMEx) 2.0","year":2025,"lang":"en","type":"article","venue":"Microplastics and Nanoplastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University; Huntsman Marine Science Centre; University of Toronto; McMaster University","funders":"Southern California Coastal Water Research Project; Austrian Science Fund; Consejo Nacional de Investigaciones Científicas y Técnicas; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft; Suomen Kulttuurirahasto; Itä-Suomen Yliopisto","keywords":"Microplastics; Toxicity; Risk assessment; Chemical toxicity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003689166,0.0003729544,0.0003783301,0.0001162241,0.0006814851,0.0001101602,0.0003977371,0.0002040056,0.0001479224],"category_scores_gemma":[0.0008549343,0.0002757482,0.00009450738,0.0005787093,0.001068707,0.00007675761,0.0005945844,0.0003143401,0.0001023904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155082,"about_ca_system_score_gemma":0.00008458742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003178522,"about_ca_topic_score_gemma":0.0001456246,"domain_scores_codex":[0.997762,0.00007485415,0.0007229183,0.0004749818,0.0003421691,0.0006231043],"domain_scores_gemma":[0.9971969,0.001884163,0.0002543982,0.0004209394,0.00007778052,0.0001658829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006047412,0.0004948264,0.04194946,0.0002147257,0.0002720507,0.00002774609,0.0004648245,0.003370401,0.8462681,0.02964723,0.05852702,0.0181589],"study_design_scores_gemma":[0.003498311,0.0008027804,0.04271344,0.0004151812,0.0006504637,0.0001151897,0.0004474878,0.03422365,0.3006806,0.007205532,0.6077204,0.001526979],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8859118,0.0006393954,0.1065228,0.0002624586,0.002266262,0.0003472771,0.0001982273,0.00005701736,0.003794682],"genre_scores_gemma":[0.9939319,0.0008853588,0.003453846,0.0001450367,0.0000608068,0.00001202731,0.0000109845,0.0000290378,0.001471032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5491933,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004610764883966094,"score_gpt":0.1964333196184715,"score_spread":0.1918225547345054,"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."}}