{"id":"W3157421314","doi":"10.1101/2021.04.27.441674","title":"A northern range extension of a Canadian species of Special Concern, <i>Dielis pilipes</i> (Hymenoptera: Scoliidae), in the Okanagan Valley of British Columbia","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Hymenoptera; Scarabaeidae; Geography; Range (aeronautics); Ecology; Agriculture; Forestry; Archaeology; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001070683,0.0001354336,0.0001390971,0.0007713597,0.001959928,0.000554477,0.0002313072,0.0001419425,0.001554362],"category_scores_gemma":[0.0002553767,0.0001363241,0.00009722808,0.000969158,0.0004557011,0.000151839,0.0005154172,0.0003018311,0.0001612592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003673434,"about_ca_system_score_gemma":0.004034422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9179673,"about_ca_topic_score_gemma":0.9858504,"domain_scores_codex":[0.9998473,0.000008870136,0.000004186589,0.00004015196,0.00004107741,0.00005840795],"domain_scores_gemma":[0.9996283,0.00002482284,0.00005376818,0.00001375418,0.0001866462,0.00009269467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273158,0.00005551215,0.9554338,0.00008689894,0.00003436856,0.0008453061,0.003912042,0.0001401016,0.01315924,0.0001680907,0.002102811,0.02393463],"study_design_scores_gemma":[0.000002325642,0.00001214391,0.9945915,0.00001710229,0.000007262522,0.000141542,0.002297028,0.00006988954,0.0003212715,0.00001183993,0.002524475,0.00000343723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953644,0.0001538421,0.00005949835,0.00006781168,0.000003211491,0.00001607983,0.0004779079,0.000008520319,0.003848793],"genre_scores_gemma":[0.997419,0.0001639525,0.000204506,0.00005219912,0.000001551718,0.00001401385,0.0004186482,0.000001727598,0.001724452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08203274,"threshold_uncertainty_score":0.1650317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160781505977806,"score_gpt":0.1801191080708012,"score_spread":0.1685112930110231,"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."}}