{"id":"W3154198944","doi":"10.1073/pnas.2023815118","title":"Production, composition, and mode of action of the painful defensive venom produced by a limacodid caterpillar, <i>Doratifera vulnerans</i>","year":2021,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Health and Medical Research Council; Wellcome Trust; Australian Research Council; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; University of Queensland; Westpac Bicentennial Foundation","keywords":"Venom; Biology; Envenomation; Mode of action; Peptide; Biochemistry; Scorpion Venoms; Insect; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004494496,0.00007030304,0.0001666527,0.000009693726,0.0002927961,0.000009462668,0.0002676086,0.0000616258,0.00001000325],"category_scores_gemma":[0.0004149879,0.00002381723,0.00005876104,0.0006024704,0.0007228421,0.0001321142,0.0001399307,0.00009114323,1.064306e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469678,"about_ca_system_score_gemma":0.00000941158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003330206,"about_ca_topic_score_gemma":0.000004026119,"domain_scores_codex":[0.9989472,0.00002328594,0.0002760283,0.0002247595,0.0004227226,0.000106006],"domain_scores_gemma":[0.998871,0.0001116768,0.0003947866,0.000005801955,0.0005989836,0.0000176972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001409629,0.00007378281,0.01829719,0.00003281092,0.00001252882,2.404351e-9,0.0001189487,0.00003841484,0.9790048,0.001365294,0.0007106522,0.0003314913],"study_design_scores_gemma":[0.00005265561,0.00007850716,0.1129732,0.00003348662,0.0000124268,0.000006140711,0.0003128128,0.00003972762,0.8804289,0.005790042,0.0002278926,0.00004417745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98378,0.0002588614,9.673396e-8,0.0155363,0.00003235286,0.000157291,0.00003228209,0.000003947494,0.0001988678],"genre_scores_gemma":[0.9993973,0.0001767212,0.00007160951,0.0002526601,0.00005076961,0.000008006314,6.972932e-7,3.743608e-7,0.00004185099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09857586,"threshold_uncertainty_score":0.2663342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464781419742566,"score_gpt":0.2679826399585399,"score_spread":0.2333348257611143,"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."}}