{"id":"W4404632121","doi":"10.3897/jhr.97.130428","title":"Checklists of the Ceraphronoidea, Cynipoidea, Evanioidea, Stephanoidea and Trigonalyoidea (Hymenoptera) of Canada, Alaska and Greenland","year":2024,"lang":"en","type":"article","venue":"Journal of Hymenoptera Research","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Smithsonian Institution","keywords":"Genus; Hymenoptera; Nearctic ecozone; Biology; Zoology; Extant taxon; Ecology; Evolutionary biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001960963,0.00044018,0.0002512031,0.006279312,0.001896432,0.0004596282,0.000539967,0.0001166773,0.01138316],"category_scores_gemma":[0.000499477,0.0001999494,0.000158763,0.006130388,0.0004884767,0.0003525539,0.0004549436,0.0002284969,0.001102447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131088,"about_ca_system_score_gemma":0.007013303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8634411,"about_ca_topic_score_gemma":0.9692609,"domain_scores_codex":[0.9997951,0.00001232608,0.00002331305,0.00002396727,0.0001044254,0.00004077568],"domain_scores_gemma":[0.999183,0.00006230108,0.0001456628,0.00002405067,0.0004366599,0.000148352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000234263,0.00006783064,0.5451272,0.003347983,0.0001690579,0.001135061,0.01614367,0.00103563,0.01220866,0.002622057,0.09026057,0.3276481],"study_design_scores_gemma":[0.000005688983,0.00003661935,0.8766299,0.0003140864,0.00003312633,0.0006528661,0.005670758,0.00008711417,0.0002125203,0.00009045553,0.1162434,0.00002357186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7690514,0.01673579,0.001613085,0.0003479629,0.0001082072,0.0005759003,0.07376398,0.0005103188,0.1372933],"genre_scores_gemma":[0.8156636,0.02022056,0.01464965,0.0003048276,0.00003434253,0.0005968583,0.09210014,0.0001026997,0.05632736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365589,"threshold_uncertainty_score":0.2747263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787656425242655,"score_gpt":0.2626010258294199,"score_spread":0.2347244615769934,"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."}}