{"id":"W2898547808","doi":"10.1155/2018/7089109","title":"Phenotypic Nonspecificity as the Result of Limited Specificity of Transcription Factor Function","year":2018,"lang":"en","type":"review","venue":"Genetics Research International","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phenotype; Biology; Transcription factor; Genetics; Gene; Pleiotropy; Computational biology; Function (biology)","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":[0.0008044313,0.0002419966,0.0004349108,0.0002324326,0.0001006339,0.00004736376,0.00105882,0.0003827087,0.000209061],"category_scores_gemma":[0.0002377362,0.0001858299,0.0003816552,0.0002575952,0.000460643,0.000003309144,0.0002872386,0.0003840748,0.00003732594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008381647,"about_ca_system_score_gemma":0.0004113553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003057481,"about_ca_topic_score_gemma":0.0000565004,"domain_scores_codex":[0.997336,0.0003504377,0.0007785161,0.0004628305,0.0007919249,0.0002803301],"domain_scores_gemma":[0.9975069,0.00009447432,0.0004138666,0.0007142954,0.001200628,0.00006980097],"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":[0.0009896796,0.001094779,0.0001338694,0.006425513,0.003005428,0.000004468928,0.000450089,0.0001925195,0.09320053,0.005662498,0.01233634,0.8765043],"study_design_scores_gemma":[0.0002123294,0.0005007347,0.0001894023,0.0004905011,0.00007164072,0.000008721129,0.00004374338,0.0001962659,0.003472019,0.0004227196,0.9942157,0.0001762126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02295586,0.9673865,0.001396306,0.00005823943,0.001142181,0.0009006571,0.001295052,0.000006999514,0.004858147],"genre_scores_gemma":[0.02074539,0.9759107,0.0003491429,0.000009026817,0.0008273776,0.00003455261,0.001009834,0.00004420122,0.001069725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9818794,"threshold_uncertainty_score":0.7577924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182565898955458,"score_gpt":0.3849702595444803,"score_spread":0.2667136696489346,"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."}}