{"id":"W24661159","doi":"10.1037/a0035610","title":"Оценка генотоксичности объектов окружающей среды","year":2011,"lang":"en","type":"article","venue":"Вестник Харьковского национального автомобильно-дорожного университета","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Genotoxicity; Environmental science; Drosophila melanogaster; Environmental chemistry; Chemistry; Biology; Genetics; Toxicity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001567878,0.001400417,0.001007978,0.0003612234,0.001052699,0.0002657603,0.003022335,0.0005000846,0.04679473],"category_scores_gemma":[0.00008905662,0.001293254,0.000645869,0.001586516,0.001706237,0.002192714,0.00265335,0.0008972202,0.03611632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008869652,"about_ca_system_score_gemma":0.00005397466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792444,"about_ca_topic_score_gemma":0.0005968029,"domain_scores_codex":[0.9903359,0.0003405136,0.001532111,0.002630429,0.002293103,0.00286799],"domain_scores_gemma":[0.9954784,0.0001110084,0.0005779295,0.002530297,0.00003453275,0.001267854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009854364,0.006592991,0.4649718,0.0002725871,0.0007733063,0.001857696,0.02523098,0.001542661,0.03805507,0.0187676,0.2789171,0.1620327],"study_design_scores_gemma":[0.003225744,0.001225481,0.4102021,0.0001382936,0.0003583449,0.0002364393,0.001847944,0.0007383944,0.02798861,0.0105074,0.5393594,0.004171832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.453514,0.0002911513,0.001460018,0.0009876186,0.001791942,0.001780821,0.00008007661,0.0009269494,0.5391674],"genre_scores_gemma":[0.9672767,0.000316835,0.006068423,0.004012198,0.0003901589,0.0003060926,0.00009650701,0.0002296732,0.02130344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5178639,"threshold_uncertainty_score":0.9998746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006359094710957,"score_gpt":0.1602395521230162,"score_spread":0.1401759611759066,"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."}}