{"id":"W2048501271","doi":"10.1007/s10796-006-6103-2","title":"Mutation Mining—A Prospector's Tale","year":2006,"lang":"en","type":"article","venue":"Information Systems Frontiers","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Génome Québec","keywords":"Computer science; Data science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009840716,0.00009266703,0.0000931244,0.00004961322,0.00008237908,0.00006286981,0.00007293118,0.00006987182,0.000001254476],"category_scores_gemma":[0.00001243866,0.00009009449,0.0000404546,0.00005470344,0.00002922757,0.000005642182,0.00002358875,0.00002030556,0.00002064377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001962149,"about_ca_system_score_gemma":0.00002714703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008719167,"about_ca_topic_score_gemma":0.0000058552,"domain_scores_codex":[0.9993912,0.000014231,0.000264894,0.00008991397,0.0001058132,0.0001339724],"domain_scores_gemma":[0.9995959,0.000001910809,0.0001364698,0.0001385536,0.0001017105,0.00002541282],"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":[0.0001499227,0.00007718672,0.1422471,0.0002232101,0.0003262368,0.000003512531,0.001765503,0.01956234,0.08724485,0.002895452,0.7352158,0.01028889],"study_design_scores_gemma":[0.0008708944,0.0001419979,0.03438257,0.00001176476,0.00001826925,0.00003068128,0.001892815,0.00159869,0.01062739,0.0000708236,0.9500216,0.0003325072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567944,0.001592563,0.02115634,0.00004540768,0.001406782,0.0003675397,0.00003629803,0.00001370775,0.01858697],"genre_scores_gemma":[0.9972913,0.00001725182,0.001299245,0.00004772636,0.0002298263,0.00004740626,0.0001896728,0.00000685904,0.0008707491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2148058,"threshold_uncertainty_score":0.3673947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003797170421254536,"score_gpt":0.1865010712203771,"score_spread":0.1827039007991226,"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."}}