{"id":"W1992354469","doi":"10.1187/cbe.14-05-0087","title":"A Web Application for Generation of Random DNA Sequences with a Single Open Reading Frame: Exemplars for Genetics and Bioinformatics Education","year":2014,"lang":"en","type":"letter","venue":"CBE—Life Sciences Education","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Open reading frame; Reading (process); Genetics; Frame (networking); DNA sequencing; Computational biology; Computer science; World Wide Web; Biology; DNA; Bioinformatics; Linguistics; Telecommunications; Gene; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734894,0.0006486514,0.0003764275,0.0005024329,0.001185245,0.001381842,0.001015569,0.009340836,0.01342472],"category_scores_gemma":[0.006019178,0.0003857891,0.000616377,0.0002807225,0.001137823,0.001521378,0.001065678,0.0073546,0.01191583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006892,"about_ca_system_score_gemma":0.0004704536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007937506,"about_ca_topic_score_gemma":0.001922967,"domain_scores_codex":[0.9988445,0.000363497,0.00009035328,0.00007981744,0.0004868296,0.0001349247],"domain_scores_gemma":[0.9965363,0.002324877,0.0001183326,0.0002726773,0.0003873745,0.0003605166],"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":[0.0002702636,0.0004980049,0.001059486,0.0001478004,0.00001722134,0.01267192,0.0002234704,0.0005161281,0.0101235,0.01795244,0.8347391,0.1217806],"study_design_scores_gemma":[0.0001731431,0.0003133225,0.0007469288,0.00009156016,0.00002070761,0.0131835,0.0001207145,0.004679039,0.007264013,0.01280286,0.9605284,0.00007578776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"software","genre_scores_codex":[0.0164297,0.009270082,0.1400664,0.6854098,0.03180506,0.0008675804,0.0006161884,0.01283363,0.1027015],"genre_scores_gemma":[0.113557,0.01132756,0.173898,0.389144,0.02243302,0.002034385,0.001070454,0.002009863,0.2845257],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01342472,"threshold_uncertainty_score":0.04491019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04551409938722106,"score_gpt":0.3381738510934767,"score_spread":0.2926597517062556,"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."}}