{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001016951,0.00008554872,0.00005764805,0.00004115381,0.00004687176,0.00001375708,0.000105463,0.00007481028,0.0001361206],"category_scores_gemma":[0.00004913938,0.00008281319,0.00002959916,0.00005331629,0.00003066147,0.000007190769,0.00004782589,0.00004040137,0.0002248083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001034499,"about_ca_system_score_gemma":0.00004569055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005169946,"about_ca_topic_score_gemma":0.00001289138,"domain_scores_codex":[0.999465,0.00001059097,0.000191733,0.00007727787,0.0001192603,0.0001361609],"domain_scores_gemma":[0.9995714,0.000004925366,0.00008855106,0.0002039485,0.00008289121,0.00004822577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008202255,0.002070705,0.2014982,0.002055012,0.001246333,0.00001732266,0.01310492,0.001690186,0.05637962,0.0496559,0.3072135,0.3642482],"study_design_scores_gemma":[0.00471749,0.001963699,0.197208,0.00004827726,0.000219568,0.0001342372,0.003736873,0.18897,0.09213482,0.00606456,0.5023964,0.002406101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01148604,0.00005637191,0.9623408,0.000006282182,0.0002292561,0.0001737688,0.00005664127,0.00002411412,0.02562667],"genre_scores_gemma":[0.03277731,0.00008091435,0.9650706,0.0001508163,0.0001227961,0.00001545902,0.0004155821,0.0000171781,0.001349326],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3618421,"threshold_uncertainty_score":0.3377024,"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."}}