{"id":"W3207415332","doi":"10.17632/rvn2b3mdsm.1","title":"NPRI Chemical Toxicants","year":2021,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820817,0.001526599,0.0009860124,0.01881925,0.002351763,0.003149045,0.00287766,0.0007092532,0.08013677],"category_scores_gemma":[0.005067708,0.0005283033,0.0009404603,0.01599238,0.0004874478,0.001081386,0.001379194,0.001293954,0.04631713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008701351,"about_ca_system_score_gemma":0.02334391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.521223,"about_ca_topic_score_gemma":0.5653946,"domain_scores_codex":[0.9943264,0.0001811363,0.0003574309,0.0004956624,0.004199791,0.0004396232],"domain_scores_gemma":[0.9885098,0.0003796838,0.0008935931,0.0006300682,0.009330709,0.0002562547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005090759,0.000202101,0.02219009,0.004950914,0.0001370052,0.0003799672,0.0005431692,0.0008902925,0.01964433,0.009530631,0.7235851,0.2174374],"study_design_scores_gemma":[0.00001266368,0.00003031745,0.02862766,0.0003822234,0.00004808521,0.0001528369,0.0001692196,0.0002018375,0.005273915,0.0003285386,0.9647455,0.00002720862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009411236,0.002644964,0.002321376,0.0005163033,0.0003756064,0.0009838508,0.6556877,0.001315487,0.3267435],"genre_scores_gemma":[0.02983822,0.007413276,0.0131576,0.0007785494,0.0001637125,0.001116178,0.7805095,0.0004832915,0.1665396],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.521223,"threshold_uncertainty_score":0.9631932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260028802739473,"score_gpt":0.2554905448404965,"score_spread":0.2428902568131018,"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."}}