{"id":"W3191052428","doi":"10.1186/1471-2105-12-s9-s5","title":"Fractionation statistics","year":2011,"lang":"en","type":"article","venue":"BMC Bioinformatics","topic":"Genome Rearrangement Algorithms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Genome; Gene; Gene duplication; Genetics; Chromosome; Function (biology); Copy-number variation; Computational biology; Binomial distribution; Gene dosage; Statistics; Mathematics; Gene expression","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":[0.01058309,0.001186306,0.002172571,0.002945374,0.001223355,0.002517064,0.00371047,0.00227615,0.04089394],"category_scores_gemma":[0.05136633,0.0006098906,0.001965157,0.00334473,0.002046593,0.002800373,0.001817052,0.003096879,0.01649745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822974,"about_ca_system_score_gemma":0.002365147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394096,"about_ca_topic_score_gemma":0.002078165,"domain_scores_codex":[0.9911493,0.002913641,0.00067957,0.002829063,0.001905629,0.0005227187],"domain_scores_gemma":[0.9639776,0.02187102,0.00187982,0.008756688,0.002997425,0.0005174723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002227502,0.0004217742,0.05810675,0.001997023,0.0008871641,0.000949059,0.0006395484,0.1247562,0.008582648,0.2102324,0.144832,0.446368],"study_design_scores_gemma":[0.000450498,0.0008096424,0.01823825,0.0004022974,0.0003474052,0.001595529,0.0003727796,0.4791133,0.01245251,0.3437169,0.1422717,0.0002293451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04447858,0.001811246,0.8871961,0.00132541,0.0006815416,0.001222767,0.03073483,0.01385134,0.01869812],"genre_scores_gemma":[0.4846337,0.001316692,0.4062737,0.00174229,0.0009994686,0.004044603,0.06962121,0.005159333,0.026209],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04089394,"threshold_uncertainty_score":0.1368039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331666259512709,"score_gpt":0.236926421764829,"score_spread":0.2037597958135581,"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."}}