{"id":"W2326738634","doi":"10.1142/9781848162648_0004","title":"VOTING ALGORITHMS FOR THE MOTIF FINDING PROBLEM","year":2008,"lang":"en","type":"article","venue":"Computational Systems Bioinformatics","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Voting; Motif (music); Computer science; Algorithm; Political science; Law; Art","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":[0.0002330768,0.0001232585,0.0001132118,0.0000287939,0.0004315082,0.00005685908,0.0002066873,0.00007775872,0.000001147936],"category_scores_gemma":[0.00003850439,0.00009421615,0.00008295454,0.00006542085,0.00005588739,0.000006478549,0.00007269083,0.00005233092,0.00001123241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002349521,"about_ca_system_score_gemma":0.0000930114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006663692,"about_ca_topic_score_gemma":0.000001514529,"domain_scores_codex":[0.9991357,0.00001287458,0.0003904031,0.0001125901,0.0001562263,0.0001922451],"domain_scores_gemma":[0.9993645,0.00008164479,0.0002044209,0.0001405504,0.0001654237,0.00004348288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001220046,0.00003387573,0.001242897,0.0002417536,0.0001503946,8.794475e-7,0.0006510768,0.9832806,0.0004899618,0.004331124,0.006922705,0.002642504],"study_design_scores_gemma":[0.0003562076,0.00006698002,0.0008386906,0.00001852995,0.00001065033,0.0001273761,0.0002654482,0.990518,0.00007270266,0.0001070542,0.007478049,0.0001402574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1069838,0.0003697339,0.8909046,0.00008897194,0.0003648057,0.0006758585,0.00008015533,0.00002087261,0.0005112208],"genre_scores_gemma":[0.9132903,0.00002728078,0.0853802,0.0001056229,0.000295831,0.00006728043,0.0004192663,0.00001988361,0.0003942832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8063066,"threshold_uncertainty_score":0.3842023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279755078358904,"score_gpt":0.2456455510294284,"score_spread":0.2228480002458394,"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."}}