{"id":"W4376107217","doi":"10.1101/2023.05.08.539913","title":"Phenology and social status of the endemic Sable Island Sweat Bee, <i>Lasioglossum sablense</i>","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada; Bedford Institute of Oceanography; McMaster University; Greenfield Research (Canada); Parks Canada; Brock University","funders":"Parks Canada","keywords":"Voltinism; Brood; Halictidae; Nest (protein structural motif); Eusociality; Biology; Phenology; Ecology; Zoology; Foraging; Hymenoptera; Apoidea; Larva","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001170587,0.0001218335,0.0001104913,0.0009044618,0.0003429636,0.0003192228,0.0001213351,0.0001237717,0.001324504],"category_scores_gemma":[0.0002390146,0.00005982274,0.00009028143,0.0003479673,0.0001883235,0.0001556088,0.0002768317,0.0001112034,0.0001448979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003287889,"about_ca_system_score_gemma":0.000130531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0145121,"about_ca_topic_score_gemma":0.07865885,"domain_scores_codex":[0.9999449,0.000009378694,0.00000509343,0.000016282,0.000008931852,0.00001537462],"domain_scores_gemma":[0.9997384,0.00003342934,0.0001024727,0.00001399239,0.00004407055,0.00006761277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005331711,0.00003722052,0.9869145,0.00002183894,0.0000233499,0.00009359747,0.0006820514,0.00007091535,0.007937323,0.00001743247,0.00009330052,0.00405515],"study_design_scores_gemma":[3.460319e-7,0.00001252548,0.999633,0.000001152451,0.00000141058,0.00001916429,0.00018468,0.00003210222,0.00003351782,0.000002742932,0.00007866947,6.553357e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999523,0.00003449781,0.00001757316,0.000004814508,5.890946e-7,0.000001918616,0.0001268357,0.000001990476,0.0002887522],"genre_scores_gemma":[0.9994611,0.00002316562,0.00005953791,0.000006409602,0.000001143856,0.000004523277,0.0002404814,0.000001009349,0.0002025232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9854879,"threshold_uncertainty_score":0.02885526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353200460022145,"score_gpt":0.2038526739084678,"score_spread":0.1685326279062533,"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."}}