{"id":"W4386939769","doi":"10.2139/ssrn.4570713","title":"From Dysbiosis to Neuropathologies: Toxic Effects of Glyphosate in Zebrafish","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Zebrafish; Glyphosate; Biology; Pharmacology; Neuroscience; Chemistry; Ecology; Genetics","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":[0.00009785173,0.0005750692,0.0003056297,0.0005549023,0.0002882476,0.000421634,0.0002024141,0.0006611077,0.002638012],"category_scores_gemma":[0.0001266619,0.000231022,0.0003256444,0.0002341595,0.0004853712,0.0003593651,0.0005073903,0.0008962192,0.000384522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008547051,"about_ca_system_score_gemma":0.00061391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005060841,"about_ca_topic_score_gemma":0.006831719,"domain_scores_codex":[0.9999092,0.000007139382,0.000006465518,0.00002771676,0.00003211385,0.00001742167],"domain_scores_gemma":[0.9999186,0.000006321468,0.00003089272,0.000007977105,0.0000149391,0.00002130395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002470223,0.00001673394,0.0007239308,0.0001151232,0.00001369053,0.0004764468,0.00005030633,0.0001967834,0.9935884,0.0004831679,0.000335052,0.00375323],"study_design_scores_gemma":[0.00006681921,0.0007318257,0.03385157,0.0001182454,0.0001310572,0.001885982,0.0002941389,0.001639587,0.9515021,0.002579553,0.007147186,0.0000520739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739496,0.005246564,0.005138663,0.002380644,0.0001713486,0.00004932375,0.002484548,0.0003841243,0.01019515],"genre_scores_gemma":[0.9759269,0.005756301,0.002964031,0.0004482916,0.00002436262,0.00003717879,0.0006867035,0.0001299267,0.01402638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005060841,"threshold_uncertainty_score":0.01006281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103448018629807,"score_gpt":0.2916526847101282,"score_spread":0.2806182045238301,"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."}}