{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001932123,0.0001839211,0.000163828,0.00107756,0.001668311,0.0009885088,0.0006638296,0.0002463355,0.001202417],"category_scores_gemma":[0.0005073853,0.0002203371,0.0002611445,0.0008002743,0.0009405934,0.0003599993,0.0006933992,0.0004165447,0.0001101611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211529,"about_ca_system_score_gemma":0.007507315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696687,"about_ca_topic_score_gemma":0.9921818,"domain_scores_codex":[0.9997008,0.00001085242,0.00001183845,0.00006135907,0.00009499709,0.0001202331],"domain_scores_gemma":[0.9990048,0.00004528948,0.0002763137,0.00002568643,0.0003511188,0.0002968379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004940229,0.00002038616,0.9897819,0.00002674964,0.00003050881,0.000247412,0.001594321,0.00009135216,0.002497011,0.0001165385,0.0004627169,0.005081683],"study_design_scores_gemma":[9.292278e-7,0.000008437352,0.9985061,0.00001011719,0.000006516082,0.0000402517,0.0009154167,0.00006638713,0.0000817644,0.000004547922,0.0003560479,0.000003595288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973512,0.000282327,0.00004004382,0.00006268213,0.000003252729,0.00001478319,0.000345516,0.000003197009,0.001897088],"genre_scores_gemma":[0.9986995,0.0003105498,0.00008710977,0.00003687661,0.000002117471,0.000005885421,0.0002924655,0.000001518627,0.0005639123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03033125,"threshold_uncertainty_score":0.08790296,"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."}}