{"id":"W4362455586","doi":"10.1002/dvdy.587","title":"Editorial Highlights","year":2023,"lang":"en","type":"editorial","venue":"Developmental Dynamics","topic":"Ocular Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Zebrafish; Sonic hedgehog; Model organism; Genetics; Cell biology; Signal transduction; Gene","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001176634,0.00044006,0.0002975063,0.00008137577,0.0001507902,0.00007034214,0.0003783934,0.001356465,0.00001223691],"category_scores_gemma":[0.0002150248,0.0004357052,0.0001694551,0.0001303535,0.00006018362,0.000003372667,0.0003520065,0.0002863501,0.0004415478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256508,"about_ca_system_score_gemma":0.0005903367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007324039,"about_ca_topic_score_gemma":0.0008676979,"domain_scores_codex":[0.9979078,0.00003195966,0.0002953107,0.0006836633,0.0006552681,0.0004260339],"domain_scores_gemma":[0.9992706,0.00004056668,0.0001275184,0.0002976379,0.0001475604,0.0001161552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005036463,0.00006770627,0.00006925177,0.00002996533,0.0003010209,0.00001410291,0.00001292046,0.000002126196,0.0001223189,0.00002155267,0.9985921,0.000716552],"study_design_scores_gemma":[0.0008131545,0.0001067455,0.00003411123,0.00003047494,0.00004421697,0.000001023965,0.00002722937,0.00001507921,0.0001552972,0.00006517572,0.9982024,0.0005051239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006661355,0.0001164439,0.00005748765,0.00002370032,0.9963478,0.0002044975,0.000876107,0.00006673608,0.001641052],"genre_scores_gemma":[0.0001073533,0.0009231551,0.0005117023,0.00001148482,0.9473512,0.00006371112,0.04022539,0.000148299,0.01065774],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04899667,"threshold_uncertainty_score":0.99994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003164217618321728,"score_gpt":0.2236776135505965,"score_spread":0.2205133959322748,"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."}}