{"id":"W4224023452","doi":"10.1002/em.22481","title":"Introducing AOP Reports: Collaborative review and publication of adverse outcome pathways","year":2022,"lang":"en","type":"editorial","venue":"Environmental and Molecular Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Environment and Climate Change Canada","funders":"","keywords":"Wildlife; Library science; Ecotoxicology; Citation; Geography; Ecology; Biology; Computer science","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":[0.0003972933,0.000315086,0.0004766755,0.00006387004,0.0001186122,0.0000124266,0.0001195931,0.0002571573,0.0001722947],"category_scores_gemma":[0.0001439107,0.0003287854,0.0001324077,0.00007882423,0.0001361542,0.000006492026,0.0005721294,0.0001808493,0.000001438654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006589388,"about_ca_system_score_gemma":0.00009560263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002317501,"about_ca_topic_score_gemma":0.000004230368,"domain_scores_codex":[0.9979363,0.0001367946,0.0005292454,0.0008007497,0.0004044639,0.0001924317],"domain_scores_gemma":[0.998816,0.00001871414,0.0004573094,0.000563044,0.00003979122,0.0001051382],"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":[0.00004056466,0.0001537076,0.0009808538,0.0009666695,0.000332803,0.0000727486,0.00007718971,0.00001356937,0.7766569,0.000007086035,0.2194226,0.001275263],"study_design_scores_gemma":[0.0003296528,0.000350239,0.0006830216,0.0000477766,0.0005284391,0.0000326744,0.0002140199,0.000001412253,0.04053135,0.000006065224,0.9568398,0.0004355333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4941845,0.3821757,0.0004755282,0.0008137443,0.1107329,0.004092606,0.006650677,0.00004182921,0.000832532],"genre_scores_gemma":[0.4847463,0.3426944,0.00420906,0.003546507,0.1068321,0.001717617,0.05062149,0.000518396,0.005114169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7374172,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004234177900991193,"score_gpt":0.228670582835995,"score_spread":0.2244364049350037,"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."}}