{"id":"W4387972721","doi":"10.1038/s41598-023-44948-0","title":"Non-targeted metabolomics aids in sex pheromone identification: a proof-of-concept study with the triangulate cobweb spider, Steatoda triangulosa","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Universität Greifswald","keywords":"Pheromone; Sex pheromone; Biology; Spider; Metabolomics; Courtship; Zoology; Ecology; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008099264,0.0007806717,0.0003602082,0.000289886,0.0001886567,0.0004604771,0.0003838365,0.0008140001,0.0005563749],"category_scores_gemma":[0.0002897874,0.0002311965,0.0004061328,0.0001586367,0.0003432687,0.000644141,0.0004717319,0.0007853815,0.0003056824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211356,"about_ca_system_score_gemma":0.0002386241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002277215,"about_ca_topic_score_gemma":0.0003584922,"domain_scores_codex":[0.9997475,0.00003507696,0.000009254456,0.0000595029,0.000114652,0.0000339762],"domain_scores_gemma":[0.9997962,0.00003407739,0.0000445158,0.00001112357,0.000064857,0.00004923546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009702194,0.00007673933,0.0001398824,0.00008163485,0.00001292114,0.00007445184,0.0000156862,0.00008128728,0.9963233,0.00009882981,0.00006910661,0.002929048],"study_design_scores_gemma":[0.00004238108,0.001367517,0.001618013,0.000008395556,0.00003362116,0.0004421229,0.00003696247,0.001946484,0.9909177,0.0000734968,0.003493429,0.00001978504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561868,0.004827135,0.03383207,0.0006117637,0.0001129298,0.0005414475,0.001073503,0.000268815,0.002545482],"genre_scores_gemma":[0.9309044,0.004574564,0.06021355,0.0003712894,0.00005587756,0.0004697568,0.0007493495,0.00005177291,0.002609293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008140001,"threshold_uncertainty_score":0.004283309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830389424290434,"score_gpt":0.3104756686210912,"score_spread":0.2721717743781868,"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."}}