{"id":"W3095102191","doi":"10.3897/zookeys.984.55816","title":"Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other “red-banded” bumble bee species in North America (Hymenoptera, Apidae, Bombini)","year":2020,"lang":"en","type":"article","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment; Royal Saskatchewan Museum","funders":"Parks Canada","keywords":"Holarctic; Taxon; DNA barcoding; Subspecies; Apidae; Biology; Holotype; Zoology; Hymenoptera; Taxonomy (biology); Ecology; Genus","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":[0.00006320443,0.0004836115,0.0008489871,0.00004438484,0.0003495509,0.0002235549,0.0004442782,0.00005605103,0.0004350133],"category_scores_gemma":[0.00004269092,0.0002311456,0.0001046223,0.001446733,0.0002632404,0.0001706271,0.0002475024,0.0002947916,0.0002392548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005055128,"about_ca_system_score_gemma":0.00003052417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01052533,"about_ca_topic_score_gemma":0.2766933,"domain_scores_codex":[0.99745,0.00007231934,0.0004289953,0.0008072462,0.0004327558,0.0008086732],"domain_scores_gemma":[0.9989592,0.0001846379,0.0002032152,0.00006554265,0.00005896619,0.0005284441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003446756,0.0001608268,0.954507,0.00002045044,0.0000898426,0.00006363387,0.001644507,0.00007679525,0.008197441,0.00004562948,0.03054168,0.004307495],"study_design_scores_gemma":[0.0004307075,0.001454828,0.8062327,0.00004036931,0.00003737073,0.000006024386,0.001509131,0.00004197752,0.0004631066,0.00000914518,0.1892361,0.0005385592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843226,0.0003643088,0.00003743569,0.008609561,0.00003090994,0.0005023755,0.000197736,0.0001420837,0.005792963],"genre_scores_gemma":[0.9929413,0.0004069985,0.0005015692,0.002572473,0.0004838656,0.00003085101,0.00004782347,0.000008278805,0.003006904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266168,"threshold_uncertainty_score":0.9960636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706616827965508,"score_gpt":0.212655013190072,"score_spread":0.1655888449104169,"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."}}