{"id":"W2196681151","doi":"10.5733/afin.056.0318","title":"In Honor of Brian Stuckenberg: Two New<i>Spheginobaccha</i>Species of Flower Flies (Diptera: Syrphidae) from the Afrotropics","year":2015,"lang":"en","type":"article","venue":"African Invertebrates","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; U.S. Department of Agriculture; Smithsonian Institution; National Science Foundation","keywords":"Biology; Honor; Key (lock); Genus; Identification key; Identification (biology); Zoology; Ecology; Botany","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001533899,0.0002193151,0.0004097539,0.00002223755,0.00006443529,0.00006441767,0.000648538,0.00007758703,0.001329815],"category_scores_gemma":[0.00007831425,0.00008317227,0.0001287557,0.0005333202,0.0003014832,0.0002923223,0.0001801578,0.0001434581,0.00004104719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003946238,"about_ca_system_score_gemma":0.00004889345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01270125,"about_ca_topic_score_gemma":0.03352521,"domain_scores_codex":[0.9985198,0.0001052285,0.0004622954,0.0002955871,0.0003101387,0.0003069777],"domain_scores_gemma":[0.999101,0.000255259,0.0002161512,0.0001709536,0.0001154235,0.0001411987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002522693,0.0007055324,0.7993208,0.00001007879,0.0001048261,0.00001838727,0.004387713,0.00002784427,0.08355705,0.006587861,0.05362239,0.05140521],"study_design_scores_gemma":[0.001440026,0.0006264958,0.4250751,0.0001063529,0.00008670651,0.000003696766,0.01200934,0.00009563727,0.0514311,0.003642011,0.5048568,0.0006267178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905068,0.0003791475,0.000003920322,0.003142196,0.0003218874,0.0002390899,0.0001317511,0.00002482804,0.005250361],"genre_scores_gemma":[0.9976585,0.0000358719,0.0002480658,0.0004248119,0.000399338,0.00001704721,0.00003438237,0.000002037854,0.00117995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4512345,"threshold_uncertainty_score":0.9995831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097533191157945,"score_gpt":0.2200999915401941,"score_spread":0.1791246596286146,"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."}}