{"id":"W4382314114","doi":"10.3389/finsc.2023.1145158","title":"Invasion potential of hornets (Hymenoptera: Vespidae: Vespa spp.)","year":2023,"lang":"en","type":"review","venue":"Frontiers in Insect Science","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Food Safety and Inspection Service; Wellesley College; Human Frontier Science Program","keywords":"Biological dispersal; Biology; Propagule pressure; Ecology; Propagule; Habitat; Vespidae; Invasive species; Introduced species; Nest (protein structural motif); Hymenoptera; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0007994929,0.0003110018,0.001112094,0.0001658205,0.000268825,0.00007719527,0.001139866,0.0001788683,0.00004076265],"category_scores_gemma":[0.0001674894,0.0001191672,0.0002272402,0.002634978,0.000558871,0.0001867092,0.0004343563,0.0002790049,0.00005774798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005651,"about_ca_system_score_gemma":0.00008842928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001735816,"about_ca_topic_score_gemma":0.0002905497,"domain_scores_codex":[0.9976005,0.00009122961,0.0005527545,0.0006526062,0.0005548819,0.0005480542],"domain_scores_gemma":[0.9993507,0.0001175789,0.0003177499,0.00006328491,0.00005162817,0.00009908427],"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":[0.00001174927,0.00005033105,0.0006947406,0.0008355218,0.00002219486,0.0000416203,0.00004831518,9.970527e-7,0.001298716,0.00003041716,0.003016388,0.993949],"study_design_scores_gemma":[0.000133528,0.0004577948,0.01735096,0.006458035,0.0001173211,0.00003161995,0.000196142,0.00004089233,0.00006721639,0.00044182,0.9739116,0.0007930843],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01498473,0.9820507,0.000002907838,0.00002750115,0.001136016,0.0004637486,0.0001198246,0.00006215011,0.001152462],"genre_scores_gemma":[0.004113453,0.9952498,0.0001569778,0.00001487194,0.0001989455,0.0000285527,0.00002633163,0.00000225651,0.0002088057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9931559,"threshold_uncertainty_score":0.4859498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09392378224208366,"score_gpt":0.2658099577235626,"score_spread":0.171886175481479,"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."}}