{"id":"W2949694603","doi":"10.11646/zootaxa.4615.1.1","title":"A review of West Palaearctic Hoplocampa species, focussing on Sweden (Hymenoptera, Tenthredinidae)","year":2019,"lang":"en","type":"review","venue":"Zootaxa","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de l'Énergie et des Ressources Naturelles","keywords":"Biology; Tenthredinidae; Synonym (taxonomy); Taxon; Zoology; Hymenoptera; Key (lock); Taxonomy (biology); Botany; Ecology; Genus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001461187,0.000794777,0.0004671808,0.003080116,0.0003503847,0.0007465442,0.00037154,0.0002367167,0.004992554],"category_scores_gemma":[0.0003885344,0.0002236905,0.0002643591,0.003956427,0.0002447643,0.0009277695,0.0003504787,0.0002493592,0.001659393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756155,"about_ca_system_score_gemma":0.0006494921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610756,"about_ca_topic_score_gemma":0.008372049,"domain_scores_codex":[0.9998751,0.00001213736,0.00003448614,0.00003565419,0.00003013298,0.00001251884],"domain_scores_gemma":[0.9997657,0.00007695617,0.00007713883,0.000009303561,0.00004759012,0.00002338427],"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":[0.0001051263,0.00004464206,0.006924708,0.02502671,0.0001489135,0.0009001611,0.0006802342,0.0004420528,0.005186026,0.0007139475,0.02668054,0.933147],"study_design_scores_gemma":[0.000006291869,0.0001387339,0.08304078,0.005804457,0.0002981374,0.005063944,0.0005871906,0.0001091467,0.0007356642,0.0004634027,0.9037291,0.00002322939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01269001,0.9765332,0.000681315,0.0002548208,0.0005009201,0.00002068753,0.0007650936,0.00007213355,0.008481722],"genre_scores_gemma":[0.0278355,0.9629576,0.001881934,0.0002883124,0.0003833901,0.00003077791,0.001580871,0.00001578125,0.00502581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004992554,"threshold_uncertainty_score":0.0167017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452727773409964,"score_gpt":0.2941085828564692,"score_spread":0.1488358055154728,"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."}}