{"id":"W1622131027","doi":"10.1002/em.21765","title":"Building on the past, shaping the future: The environmental mutagenesis and genomics society","year":2013,"lang":"en","type":"article","venue":"Environmental and Molecular Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Institute of Environmental Health Sciences; U.S. Environmental Protection Agency","keywords":"Genomics; Mutagenesis; Environmental ethics; Biology; Mutagen; Genetics; Political science; Mutation; Genome; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0002270913,0.0002962744,0.0001359287,0.00001307537,0.0007338722,0.0001181439,0.0002756469,0.0001157808,0.00009330324],"category_scores_gemma":[0.000002566055,0.00016489,0.0001919904,0.00003325368,0.0004123451,0.000007571139,0.000485099,0.000142001,0.00002202163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359334,"about_ca_system_score_gemma":0.000009654331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000205134,"about_ca_topic_score_gemma":0.000003264297,"domain_scores_codex":[0.9986442,0.0001259588,0.0001865788,0.0004833483,0.0002326814,0.0003271982],"domain_scores_gemma":[0.9992873,0.00003616424,0.00008206897,0.0004980307,0.000002587825,0.000093845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001093163,0.00004577294,0.001949305,0.0000053022,0.0001424949,0.000003136187,0.0001752009,0.00005617835,0.9856519,0.00009360665,0.0006201282,0.01124607],"study_design_scores_gemma":[0.0007374818,0.0003438008,0.2147227,0.000009654343,0.000235983,0.0001464607,0.005323163,0.0006834522,0.6708261,0.0001973712,0.1060102,0.0007636177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890088,0.005849201,0.0006182091,0.003723216,0.00007848601,0.0006294984,0.00004191903,0.000006943955,0.00004371071],"genre_scores_gemma":[0.9909077,0.002878835,0.000385355,0.005139255,0.0003104131,0.0001496627,0.00003507077,0.00004154468,0.0001521617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3148257,"threshold_uncertainty_score":0.6724019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005176429502526295,"score_gpt":0.1869638290270563,"score_spread":0.18178739952453,"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."}}