{"id":"W4311053766","doi":"10.7717/peerj.14216","title":"Establishment of the non-native horned-face bee <i>Osmia cornifrons</i> and the taurus mason bee <i>Osmia taurus</i> (Hymenoptera: Megachilidae) in Canada","year":2022,"lang":"en","type":"article","venue":"PeerJ","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature; Canadian Food Inspection Agency; The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Megachilidae; Hymenoptera; Apoidea; Biology; Ecology; Population; Pollination; Zoology; Geography; Pollen; Pollinator; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000422375,0.0001820085,0.0003133935,0.000008352157,0.0006183406,0.00004206129,0.0004839812,0.00002674522,0.0001159231],"category_scores_gemma":[0.00005046553,0.00005965594,0.00007054136,0.0003599693,0.00015984,0.00006664445,0.0005872767,0.0003089895,0.000001162131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537845,"about_ca_system_score_gemma":0.00006967301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.513701,"about_ca_topic_score_gemma":0.8585501,"domain_scores_codex":[0.9984606,0.0001888299,0.0002577087,0.000288826,0.000479985,0.0003240401],"domain_scores_gemma":[0.9992495,0.0004559206,0.0001625794,0.00004249104,0.00003644981,0.00005301831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001457988,0.0005004694,0.6727873,0.00006869117,0.0003029113,0.00008059219,0.007222093,0.0007097851,0.1387145,0.00177711,0.1060079,0.07037067],"study_design_scores_gemma":[0.0009147718,0.0002079106,0.9302863,0.00002696087,0.00004088494,0.00001548037,0.009436364,0.0002594905,0.002577007,0.000302732,0.05564558,0.000286519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861524,0.001108807,2.851901e-7,0.008431282,0.000112564,0.0004216814,0.0004961583,0.00001047592,0.00326633],"genre_scores_gemma":[0.9982103,0.0001477993,0.000008072756,0.0009207014,0.000061108,0.00007017941,0.00001445646,0.000001399046,0.0005659707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448491,"threshold_uncertainty_score":0.4895374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026529588335896,"score_gpt":0.1689600229304375,"score_spread":0.1586947270470785,"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."}}