{"id":"W6962824654","doi":"10.15468/sf7c4z","title":"Platylabini (Hymenoptera: Ichneumonidae: Ichneumoninae) of the south-eastern United States: new distributional data, taxonomic notes, illustrated keys, and an annotated catalogue of the genera and species","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecies; Synonym (taxonomy); NOMINATE; Taxonomy (biology); Nomenclature; Subgenus; Taxon","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0002232162,0.0006840915,0.0004060336,0.005592465,0.0006593672,0.0005955691,0.0004544515,0.0002579705,0.02795743],"category_scores_gemma":[0.0008058463,0.0004272081,0.0002343636,0.009031271,0.0002807693,0.0009901079,0.001163966,0.0006397939,0.009150391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007068181,"about_ca_system_score_gemma":0.00207477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08640782,"about_ca_topic_score_gemma":0.2552065,"domain_scores_codex":[0.999752,0.00001724913,0.00003836369,0.00005014795,0.0001071181,0.00003506274],"domain_scores_gemma":[0.9992099,0.00008264596,0.0002484514,0.00005930281,0.0002781457,0.0001215863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002200574,0.00004198932,0.1115043,0.003473518,0.00009862321,0.0002899898,0.00212234,0.0003135891,0.003168096,0.0009924163,0.6314452,0.24633],"study_design_scores_gemma":[0.00001988622,0.00002283104,0.2987717,0.0006198151,0.00003559337,0.0002004855,0.001152485,0.0001084155,0.0002764843,0.0002916752,0.6984828,0.00001783664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08046084,0.01193097,0.001548909,0.0009356986,0.0004935671,0.000193847,0.8634216,0.0006281911,0.04038646],"genre_scores_gemma":[0.08171527,0.01688213,0.007581715,0.0005516967,0.0001663912,0.0005443382,0.8660532,0.0001925396,0.02631267],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08640782,"threshold_uncertainty_score":0.1718097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368414960295812,"score_gpt":0.2253689772114673,"score_spread":0.1916848276085092,"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."}}