{"id":"W3131406338","doi":"10.1079/9781789248463.0295","title":"Family Pteromalidae Dalman, 1820.","year":2021,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Hymenoptera taxonomy and phylogeny","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Checklist; Geography; Fauna; Distribution (mathematics); Politics; Genealogy; Phylogenetic tree; Ecology; Biology; History; Political science; Paleontology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005961505,0.0008545821,0.0003411026,0.001285618,0.0008352562,0.0006667338,0.0007065921,0.0002384591,0.03488199],"category_scores_gemma":[0.0002141014,0.0002759132,0.0001342915,0.0009425239,0.0004304442,0.00159616,0.0004889666,0.0007473952,0.0127319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009445507,"about_ca_system_score_gemma":0.000582732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006992241,"about_ca_topic_score_gemma":0.01448256,"domain_scores_codex":[0.9999404,0.000005606319,0.000006050152,0.00001759483,0.00002449361,0.000005884164],"domain_scores_gemma":[0.9999671,0.000006107229,0.00001084785,0.000002385625,0.000009704919,0.000003887356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009894239,0.00006814662,0.002732321,0.0006187672,0.00001199034,0.0003744635,0.001318556,0.0002360633,0.002020664,0.009120392,0.09492043,0.8884794],"study_design_scores_gemma":[0.000006843967,0.00003707365,0.006817569,0.0001165976,0.000007130934,0.0009067882,0.0001563472,0.0001035299,0.0002404916,0.0007938471,0.9908093,0.000004465669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02630463,0.08629102,0.004039067,0.001559401,0.00270303,0.0005162477,0.004227863,0.0008170231,0.8735417],"genre_scores_gemma":[0.1809908,0.06149444,0.008674105,0.00135316,0.001027913,0.0004834831,0.005941729,0.0002055383,0.7398287],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03488199,"threshold_uncertainty_score":0.1166918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669434257650552,"score_gpt":0.1922674302352931,"score_spread":0.1555730876587875,"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."}}