{"id":"W2107861779","doi":"10.1093/bioinformatics/btp253","title":"Fluctuation AnaLysis CalculatOR: a web tool for the determination of mutation rate using Luria–Delbrück fluctuation analysis","year":2009,"lang":"en","type":"article","venue":"Bioinformatics","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":405,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"U.S. Public Health Service; National Institutes of Health","keywords":"Calculator; Java applet; Computer science; Java; Estimator; Mutation testing; Mutation; Programming language; Operating system; Statistics; Biology; Genetics; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002116491,0.001909998,0.002091875,0.003910659,0.0007743476,0.00138152,0.002831221,0.0008577561,0.04108955],"category_scores_gemma":[0.006309549,0.0009631705,0.001014609,0.002233298,0.0003558017,0.001304477,0.001421908,0.001896192,0.023132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609775,"about_ca_system_score_gemma":0.0009137205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146915,"about_ca_topic_score_gemma":0.001074541,"domain_scores_codex":[0.9987601,0.0002194994,0.0001433344,0.0002753047,0.0005195957,0.00008217471],"domain_scores_gemma":[0.997229,0.001340285,0.0002984709,0.0003389583,0.0006514051,0.0001417954],"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":[0.001131369,0.0004597708,0.008780741,0.002032836,0.0004168366,0.0007355249,0.0004465247,0.006154893,0.08343007,0.008711472,0.4561118,0.4315882],"study_design_scores_gemma":[0.0004716736,0.0004839627,0.02095181,0.0004018901,0.0002867991,0.001974032,0.0001323694,0.3445713,0.2938215,0.01561482,0.3205573,0.0007325007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.007161888,0.0003669891,0.614564,0.000205547,0.0001673892,0.0003552667,0.01582485,0.3580134,0.00334074],"genre_scores_gemma":[0.05560883,0.000603969,0.8291672,0.0004239366,0.0001377433,0.003791517,0.033908,0.06436624,0.01199247],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04108955,"threshold_uncertainty_score":0.1374582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108313750975241,"score_gpt":0.2770608778069041,"score_spread":0.2659777402971517,"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."}}