{"id":"W4200442818","doi":"10.3897/jhr.87.58368","title":"Revision of the Australian genus Alfredella Masner &amp;amp; Huggert (Hymenoptera, Platygastridae, Sceliotrachelinae)","year":2021,"lang":"en","type":"article","venue":"Journal of Hymenoptera Research","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Hymenoptera; Synonym (taxonomy); Zoology; Genus; Key (lock); Type species; 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":[0.002919436,0.0002723273,0.0005491083,0.00009312721,0.0004850771,0.0002199913,0.001152241,0.0002233545,0.004255245],"category_scores_gemma":[0.0003396495,0.0001046163,0.0004113479,0.001158507,0.0002602278,0.0002643389,0.0004012974,0.001253372,0.0001581689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239784,"about_ca_system_score_gemma":0.0001686393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001335268,"about_ca_topic_score_gemma":0.000310658,"domain_scores_codex":[0.995141,0.0009989876,0.001155054,0.0003864556,0.001553277,0.0007652339],"domain_scores_gemma":[0.9968124,0.0006311189,0.0005374398,0.0003485184,0.001324815,0.0003456868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004135022,0.0007574013,0.01964053,0.00009760596,0.0001959986,0.0001554788,0.000530112,0.0001032524,0.5921866,0.0001860104,0.03439551,0.3513379],"study_design_scores_gemma":[0.0004477343,0.0004214463,0.01346086,0.0003522874,0.00003379969,0.0003027842,0.0002704836,0.000005535201,0.0511283,0.000226002,0.9331258,0.0002249597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880314,0.001710157,0.00001130909,0.00554851,0.0004193354,0.0002670584,0.00006254803,0.000008432283,0.0039412],"genre_scores_gemma":[0.9892644,0.0006049544,0.001495346,0.000201849,0.0009370145,0.000003679927,0.00002414233,0.000004104196,0.007464486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8987303,"threshold_uncertainty_score":0.996655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055973291362327,"score_gpt":0.3282873495933799,"score_spread":0.2226900204571472,"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."}}