{"id":"W4285098537","doi":"10.1016/j.immuni.2022.06.015","title":"Eo, what are we doing here?","year":2022,"lang":"en","type":"letter","venue":"Immunity","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immunity; Homeostasis; Biology; Immune system; Mucosal immunity; Immunology; Allergy; Small intestine; Colonization; Microbiology; Cell biology; Endocrinology","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003973121,0.0005590389,0.0007892904,0.0002310564,0.001162068,0.0001163064,0.00114073,0.001629523,0.006746216],"category_scores_gemma":[0.0000786358,0.0005547007,0.0003394355,0.0002430161,0.000306615,0.000315604,0.0007461437,0.007814894,0.002357168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982167,"about_ca_system_score_gemma":0.0002179036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006524516,"about_ca_topic_score_gemma":0.000079096,"domain_scores_codex":[0.9966821,0.001353939,0.0004642408,0.0005226572,0.00009955492,0.0008774835],"domain_scores_gemma":[0.9977015,0.0003939089,0.0004120134,0.001366808,0.0001055982,0.00002014576],"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":[0.00005934713,0.00007794834,0.0000589618,0.0002109814,0.0003536886,0.0002635434,0.001061425,0.000001220126,0.004105712,0.0000209905,0.9898578,0.003928394],"study_design_scores_gemma":[0.0006351714,0.0001507953,0.0000911048,0.000270719,0.00009860184,0.0002412851,0.002625491,1.29881e-7,0.002342839,0.0001494693,0.9927856,0.0006087403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04910417,0.1508625,0.0001008706,0.6351203,0.05985108,0.002290673,0.02146357,0.001904895,0.07930189],"genre_scores_gemma":[0.02393549,0.01925558,0.0001007821,0.8046204,0.003136612,0.0003242609,0.01969066,0.0003898754,0.1285463],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1695002,"threshold_uncertainty_score":0.9996905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108376471917527,"score_gpt":0.2401115589019077,"score_spread":0.2090277941827325,"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."}}