{"id":"W2067911885","doi":"10.1111/j.1755-0998.2009.02645.x","title":"DNA barcoding a regional bee (Hymenoptera: Apoidea) fauna and its potential for ecological studies","year":2009,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; York University","funders":"Natural Sciences and Engineering Research Council of Canada; National Eye Institute; Agriculture and Agri-Food Canada; University of Guelph; York University; Genome Canada; Ontario Genomics; Ontario Genomics Institute","keywords":"Biology; Hymenoptera; Apoidea; Fauna; DNA barcoding; Ecology; Zoology","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":[0.0001903844,0.0001872216,0.0003289131,0.0000184231,0.0005380597,0.00004287136,0.0001683689,0.0001363839,0.00003032408],"category_scores_gemma":[0.0001239796,0.00007920426,0.0001061698,0.00009423469,0.0001108882,0.00004915272,0.0001101944,0.00009650754,0.000007696774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001704085,"about_ca_system_score_gemma":0.00000276177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002276994,"about_ca_topic_score_gemma":0.0001463368,"domain_scores_codex":[0.9988143,0.0000755958,0.0001969913,0.000393348,0.000114281,0.0004054802],"domain_scores_gemma":[0.9994963,0.0002611848,0.00007972591,0.0000151625,0.00006935089,0.00007822825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001961254,0.0001537599,0.002887298,0.00001374041,0.0001586163,0.0001326829,0.0002481244,0.00001067814,0.9824435,0.001969461,0.001608148,0.01017794],"study_design_scores_gemma":[0.0009040406,0.003932092,0.9413406,0.00003585444,0.0001334747,0.0001472544,0.00123952,0.00028786,0.007457505,0.008545337,0.03532928,0.0006471798],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868758,0.004184328,0.000002116337,0.008311659,0.00003386172,0.0002696364,0.00002194849,0.00006168291,0.0002389064],"genre_scores_gemma":[0.9971203,0.0003441563,0.00009007614,0.0020032,0.0001944106,0.00003845706,0.00001172294,9.888302e-7,0.0001966968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9749859,"threshold_uncertainty_score":0.4138375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835682074522356,"score_gpt":0.2415450144486687,"score_spread":0.2031881937034452,"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."}}