{"id":"W1987244044","doi":"10.1080/13547500210127327","title":"Evaluation of tissue and cellular biomarkers to assess 2,4,6-trinitrotoluene (TNT) exposure in earthworms: effects-based assessment in laboratory studies using<i>Eisenia andrei</i>","year":2002,"lang":"en","type":"article","venue":"Biomarkers","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"National Research Council Canada; Ulster University","keywords":"Eisenia andrei; Trinitrotoluene; Earthworm; Toxicity; Biomarker; Eisenia fetida; Chemistry; Toxicology; Biology; Environmental chemistry; Biochemistry; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002386444,0.0002443502,0.0003882181,0.0002604409,0.00008855949,0.00001269419,0.0001593288,0.0002020529,0.0005622231],"category_scores_gemma":[0.0001665335,0.0002485583,0.00003613724,0.0007790193,0.0004371531,0.0001784669,0.0001600151,0.0001413474,0.00002810221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081505,"about_ca_system_score_gemma":0.00003339369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000594645,"about_ca_topic_score_gemma":0.0008351476,"domain_scores_codex":[0.9972491,0.0008386553,0.0004598309,0.000526688,0.000532569,0.0003931155],"domain_scores_gemma":[0.9991787,0.0002506477,0.0001497747,0.0002782974,0.00001725466,0.0001253044],"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":[0.00007390498,0.0003673773,0.3730329,0.00005480025,0.00007463677,0.00004343743,0.0001831072,0.002390537,0.6193422,0.000001873308,0.0002357315,0.004199493],"study_design_scores_gemma":[0.005014816,0.0008885136,0.5020951,0.0001337455,0.0001497389,0.00000534218,0.0005667395,0.01447792,0.4756246,0.00008042734,0.0004459338,0.0005170872],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964713,0.0009590751,0.00004235782,0.0001449549,0.0001666112,0.001433422,0.00001170426,0.00001458422,0.0007560109],"genre_scores_gemma":[0.9964318,0.00005083829,0.003030837,0.000233157,0.0000103608,0.0002021211,0.000004027802,0.00001900239,0.00001790698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437176,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149490053636804,"score_gpt":0.3207744589506408,"score_spread":0.2692795584142728,"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."}}