{"id":"W171187235","doi":"10.3752/cjai.2011.18","title":"Leafcutter and mason bees of the genus Megachile Latreille (Hymenoptera: Megachilidae) in Canada and Alaska","year":2011,"lang":"","type":"paratext","venue":"Canadian Journal of Arthropod Identification","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; Brock University; Simon Fraser University; Agriculture and Agri-Food Canada; York University; University of Alberta; Genome Canada; Ontario Genomics; Ontario Genomics Institute","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0001475164,0.0001445459,0.0001764185,0.001483385,0.001552226,0.000453195,0.0003099304,0.000181234,0.0009688838],"category_scores_gemma":[0.0002668155,0.0001576092,0.0001285111,0.001549158,0.0004266595,0.000261333,0.0003987546,0.0002320534,0.00009970093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230791,"about_ca_system_score_gemma":0.001884372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8095869,"about_ca_topic_score_gemma":0.9543359,"domain_scores_codex":[0.9998512,0.000009744208,0.00001293496,0.00003502348,0.00005792066,0.0000330858],"domain_scores_gemma":[0.9997341,0.00002868225,0.00007617464,0.00001157634,0.00009087553,0.000058525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001543328,0.00002331502,0.9359904,0.000146785,0.00005310861,0.0006918604,0.008341407,0.0002060248,0.01119287,0.0001962242,0.0005354227,0.04246816],"study_design_scores_gemma":[0.000001021124,0.000009204079,0.9966627,0.00001999492,0.000009461834,0.0001109362,0.002031215,0.00003864614,0.00009343884,0.000008540648,0.00101068,0.000004031619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957164,0.001447269,0.00005747368,0.00003001435,0.000004138286,0.000009179596,0.0003798628,0.000006358587,0.002349275],"genre_scores_gemma":[0.9972319,0.001009619,0.0003178585,0.00002787271,0.000001922601,0.000007472978,0.0004964222,0.00000222822,0.0009046841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1904131,"threshold_uncertainty_score":0.3830689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676815042213604,"score_gpt":0.2052943616331776,"score_spread":0.1885262112110416,"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."}}