{"id":"W4210705020","doi":"10.3410/f.741249806.793591161","title":"Faculty Opinions recommendation of Co-option of immune effectors by the hormonal signalling system triggering metamorphosis in Drosophila melanogaster.","year":2022,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Drosophila melanogaster; Metamorphosis; Signalling; Effector; Immune system; Biology; Hormone; Drosophila (subgenus); Melanogaster; Cell biology; Computational biology; Genetics; Endocrinology; Ecology; Larva; Gene","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004293081,0.0005755164,0.001492498,0.0005628474,0.0003679826,0.00005076054,0.001988826,0.0008244566,0.001884171],"category_scores_gemma":[0.00221704,0.0003593797,0.0008417069,0.001853576,0.0004171601,0.0002256568,0.0005806208,0.0016812,0.0000340014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00029007,"about_ca_system_score_gemma":0.0003652462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002273794,"about_ca_topic_score_gemma":0.000003068497,"domain_scores_codex":[0.99286,0.002896123,0.002559241,0.0006087887,0.0006512618,0.0004245448],"domain_scores_gemma":[0.9938889,0.0005575435,0.002740701,0.001218809,0.001533454,0.00006064502],"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":[0.0001126706,0.0003435409,0.000001838482,0.005216001,0.0004542069,3.349469e-7,0.0001779082,8.725613e-7,0.0045887,0.0003254266,0.9880929,0.0006856288],"study_design_scores_gemma":[0.001217146,0.0002855992,0.0002323523,0.006624546,0.0003094349,0.00008825986,0.0001551281,0.00001180263,0.006038746,0.000006403078,0.9847392,0.0002913491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004325225,0.008651028,0.00004433629,0.02127348,0.001354414,0.001950121,0.9666384,0.00003179483,0.00001313176],"genre_scores_gemma":[0.000727526,0.000445664,0.00005002681,0.0004108084,0.00003958769,0.000504176,0.9974452,0.00003393066,0.0003430341],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0308068,"threshold_uncertainty_score":0.9998858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073180336422534,"score_gpt":0.3021775295853473,"score_spread":0.2814457262211219,"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."}}