{"id":"W2206015331","doi":"10.1002/jat.3265","title":"BMDExpress Data Viewer ‐ a visualization tool to analyze BMDExpress datasets","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Toxicology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Health Canada","funders":"Health Canada","keywords":"Visualization; Computer science; Plotter; Benchmark (surveying); Data mining; Data visualization; Exploratory data analysis; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000833408,0.0001778343,0.0003371191,0.0001289932,0.00005022515,0.00004641269,0.0007850511,0.0001858437,0.0000444697],"category_scores_gemma":[0.0001534871,0.0001602106,0.00006559855,0.0001624963,0.00004811223,0.00001414366,0.0007044918,0.0001336421,0.00001707721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000462011,"about_ca_system_score_gemma":0.0002731174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004920066,"about_ca_topic_score_gemma":0.00003980561,"domain_scores_codex":[0.9984224,0.00007294821,0.0005410246,0.0003692522,0.000315015,0.0002793171],"domain_scores_gemma":[0.998313,0.0000182826,0.0003299507,0.0008326882,0.0002329319,0.0002732034],"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":[0.0007595057,0.0002762248,0.0002187069,0.00001438516,0.0001538652,0.00002649214,0.0001086871,0.001299832,0.832427,0.0003675841,0.160703,0.003644767],"study_design_scores_gemma":[0.001827254,0.001086359,0.0009316386,0.00001326725,0.0001159708,0.0001454202,0.0002541715,0.0002681744,0.2621149,0.0001768381,0.7327316,0.000334291],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621922,0.0003473306,0.03456616,0.0003834551,0.0005822701,0.000428468,0.0004706216,0.000008200887,0.001021264],"genre_scores_gemma":[0.989724,0.00007010604,0.006427374,0.001956797,0.0008411133,0.00001499019,0.0008593532,0.00002825684,0.00007802703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5720286,"threshold_uncertainty_score":0.6533198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670708708106372,"score_gpt":0.3406066137814016,"score_spread":0.3038995267003378,"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."}}