{"id":"W4200567297","doi":"10.1242/bio.059137","title":"First person – Sepideh Fallah","year":2021,"lang":"en","type":"article","venue":"Biology Open","topic":"Hippo pathway signaling and YAP/TAZ","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"YAP1; Biology; Effector; Hippo signaling pathway; Selection (genetic algorithm); Kinase; Library science; Cell biology; Genetics; Gene; Transcription factor; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002137312,0.00012468,0.0001683825,0.00001524374,0.0001369252,0.00003851551,0.0003828587,0.0002253162,0.0002442914],"category_scores_gemma":[0.0001428774,0.0001145991,0.00007829913,0.00006511254,0.0000686999,0.000002335415,0.0002896334,0.00007755766,0.000149355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007263316,"about_ca_system_score_gemma":0.0001587454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001075169,"about_ca_topic_score_gemma":0.0002773459,"domain_scores_codex":[0.9990447,0.0001155344,0.0001236018,0.0004360284,0.00003489577,0.0002452249],"domain_scores_gemma":[0.9994056,0.00001711887,0.00004458034,0.0003796156,0.00007464219,0.00007849024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003675296,0.0000509841,0.007212616,0.000008208624,0.00007008844,0.00001983025,0.00005633309,0.00001238969,0.9861307,0.0006602118,0.004157905,0.001583988],"study_design_scores_gemma":[0.0005571604,0.0002275292,0.001731582,0.0000142889,0.00001349128,0.00005227412,0.0001372389,0.00002170506,0.2666036,0.0001498681,0.7302555,0.0002357235],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672467,0.00204662,0.00066106,0.001455563,0.0003786329,0.0001853509,0.00005837837,0.00002008391,0.02794768],"genre_scores_gemma":[0.9849769,0.0001521849,0.00163356,0.001347216,0.0003104703,0.00003124391,0.0004568545,0.00001915581,0.01107237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7260976,"threshold_uncertainty_score":0.4673214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046748510115854,"score_gpt":0.299605191856589,"score_spread":0.2591377067554304,"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."}}