{"id":"W2768287027","doi":"10.1007/s00244-017-0483-9","title":"Investigation of Acute and Chronic Toxicity Trends of Pesticides Using High-Throughput Bioluminescence Assay Based on the Test Organism Vibrio fischeri","year":2017,"lang":"en","type":"article","venue":"Archives of Environmental Contamination and Toxicology","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Acute toxicity; Toxicity; Chronic toxicity; Toxicant; Pesticide; Toxicology; Organism; Bioluminescence; Ecotoxicology; Biology; EC50; Bioassay; Mode of action; Pharmacology; Medicine; Ecology; Internal medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002475895,0.0004185973,0.0003494506,0.000339393,0.0001762902,0.000279117,0.000288825,0.0003306198,0.0003746174],"category_scores_gemma":[0.0002967103,0.0001450408,0.0003876956,0.000373348,0.0001814304,0.0003595153,0.0002941688,0.0004285367,0.0001543506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242692,"about_ca_system_score_gemma":0.0002733081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165194,"about_ca_topic_score_gemma":0.002714563,"domain_scores_codex":[0.9996238,0.00003805733,0.00002688514,0.00009293289,0.0001548579,0.00006339226],"domain_scores_gemma":[0.9997643,0.00004862402,0.00006969241,0.00002038814,0.0000760312,0.00002091897],"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":[0.00003677859,0.00004340941,0.00201713,0.00002690731,0.000007323611,0.00001080661,0.00001855831,0.00009132345,0.996426,0.000007928807,0.00002158155,0.001292012],"study_design_scores_gemma":[0.000008836174,0.00180716,0.0534473,0.000006506245,0.00005775437,0.00009567799,0.0001112264,0.001789888,0.9418963,0.00003970944,0.0007231145,0.00001648764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947863,0.00056786,0.003541966,0.00006522822,0.00001257054,0.00002771152,0.0005445131,0.00004838099,0.0004054243],"genre_scores_gemma":[0.9908012,0.001058729,0.004982003,0.00007870253,0.00001015944,0.00009618093,0.00137347,0.00001219503,0.001587325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00165194,"threshold_uncertainty_score":0.003284633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511389468619052,"score_gpt":0.2449123903366052,"score_spread":0.2197984956504146,"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."}}