{"id":"W4308399625","doi":"10.11646/zootaxa.5205.3.2","title":"Two new Brazilian species in the Coelocephalapion nodicorne species-group (Brentidae, Apioninae, Apionini, Oxystomatina) associated with Euphorbiaceae","year":2022,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Euphorbiaceae; Croton; Biology; Type locality; Botany; Key (lock); Species group; Genus; Taxonomy (biology); Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006406549,0.0002812793,0.0003056166,0.00003558135,0.000839815,0.0001713785,0.0007441325,0.00006301697,0.004740713],"category_scores_gemma":[0.00006882675,0.0001100159,0.0001182326,0.001168846,0.0001203479,0.0001547736,0.0001909619,0.0004742205,0.00006534447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353624,"about_ca_system_score_gemma":0.00003153177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103873,"about_ca_topic_score_gemma":0.009588479,"domain_scores_codex":[0.9975843,0.0004846152,0.0003278442,0.0004637193,0.0005988131,0.0005406833],"domain_scores_gemma":[0.9990417,0.000378148,0.0002522547,0.0001609587,0.0000448959,0.0001220281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008791238,0.002950802,0.6730353,0.00002459147,0.0002311274,0.0004000076,0.004717976,0.0004850385,0.0160845,0.01411444,0.08076046,0.2063166],"study_design_scores_gemma":[0.0007788672,0.0006817388,0.5737817,0.0000260821,0.00001942891,0.00003046043,0.002193389,0.00004093722,0.0002094516,0.0001211426,0.4217911,0.000325692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750654,0.0002219355,0.000004951616,0.002972896,0.0002107405,0.0004944539,0.00009946543,0.00008971041,0.02084043],"genre_scores_gemma":[0.9936467,0.00002139769,0.00006621562,0.001077934,0.0003193193,0.00009016789,0.0003431775,0.000003110454,0.004431914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3410307,"threshold_uncertainty_score":0.9961691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207817881829402,"score_gpt":0.204194825148108,"score_spread":0.1821166463298139,"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."}}