{"id":"W2059530505","doi":"10.1104/pp.104.900152","title":"Dude, Where's My Phenotype? Dealing with Redundancy in Signaling Networks","year":2005,"lang":"en","type":"review","venue":"PLANT PHYSIOLOGY","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Phenotype; Redundancy (engineering); Biology; Mutant; Computational biology; Genetics; Signal transduction; Evolutionary biology; Gene; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009507558,0.0003999543,0.0008669042,0.00006857458,0.00007398318,0.00001666016,0.0002321768,0.000625255,0.00002274817],"category_scores_gemma":[0.000009312272,0.0002815311,0.0001377295,0.00009742226,0.00005576791,0.00000379499,0.00006202544,0.000331368,0.0000191943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002695578,"about_ca_system_score_gemma":0.0001613681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000607634,"about_ca_topic_score_gemma":0.001435585,"domain_scores_codex":[0.9984646,0.0001303276,0.0003890248,0.0005784504,0.00007067902,0.0003669498],"domain_scores_gemma":[0.9993582,0.00003134334,0.0002480311,0.0002703714,0.00002978754,0.00006220768],"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":[0.0003430756,0.0002172756,0.0000167233,0.004210372,0.0008760257,0.0001356642,0.00008735375,0.01094373,0.06569656,0.0005067476,0.006419493,0.910547],"study_design_scores_gemma":[0.0002043667,0.0001148899,0.000003688496,0.001933147,0.0001429687,0.0001394319,0.00000487045,0.00008365951,0.000196065,0.000004557115,0.9967659,0.0004065262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003620717,0.9985927,0.0001886595,0.0000152182,0.0001673017,0.0003215429,0.00007016851,0.00001637337,0.0002659895],"genre_scores_gemma":[0.000831818,0.9915828,0.0003559889,0.00005366786,0.001659557,0.00005864944,0.005048403,0.00004784398,0.0003613234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9903463,"threshold_uncertainty_score":0.9999637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933495795593287,"score_gpt":0.2655577099339045,"score_spread":0.2462227519779717,"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."}}