{"id":"W2117367753","doi":"","title":"Analysis of gene expression in EMF research","year":2004,"lang":"en","type":"article","venue":"STM:n Hallinnonalan avoin julkaisuarkisto (Julkari)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Multidisciplinary University Research Initiative; National Institutes of Health; Old Dominion University; Air Force Office of Scientific Research; Canadian Institutes of Health Research; Lawson Health Research Institute; Ontario Innovation Trust; U.S. Department of Defense","keywords":"Gene; Gene expression; Genetics; Biology; Expression (computer science); Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.002692811,0.0003471219,0.0006361777,0.001309547,0.0001729215,0.00005862707,0.0009638458,0.0005143654,0.000142976],"category_scores_gemma":[0.0006592229,0.0003163083,0.0003569236,0.00204985,0.000763993,0.00001436518,0.0004412854,0.0006423134,0.00007471837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456298,"about_ca_system_score_gemma":0.0006134658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003305127,"about_ca_topic_score_gemma":0.0008557704,"domain_scores_codex":[0.9952912,0.0003000587,0.001090825,0.0007848531,0.001506274,0.001026733],"domain_scores_gemma":[0.9976069,0.0001192574,0.0002153516,0.001053226,0.000616368,0.000388939],"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":[0.0006189501,0.001068825,0.02604398,0.0002272127,0.0006414226,0.00006427718,0.00085438,0.002066827,0.9618995,0.0004320057,0.002218788,0.00386389],"study_design_scores_gemma":[0.004551584,0.001985608,0.08685701,0.0002616021,0.0002434751,0.00002254011,0.001241338,0.00140316,0.8568915,0.002190837,0.04318961,0.001161765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840307,0.001579893,0.005507257,0.0006370699,0.0002005146,0.000622,0.0001657134,0.00002581635,0.007231039],"genre_scores_gemma":[0.9905715,0.00105526,0.005848169,0.0001784606,0.0002433951,0.00005078797,0.0008997468,0.00004311126,0.001109575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105008,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741417249734021,"score_gpt":0.3497960314204037,"score_spread":0.3123818589230635,"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."}}