{"id":"W2011571551","doi":"10.3897/zookeys.408.5633","title":"AnthWest, occurrence records for wool carder bees of the genus Anthidium (Hymenoptera, Megachilidae, Anthidiini) in the Western Hemisphere","year":2014,"lang":"en","type":"article","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Megachilidae; Biodiversity; Herbarium; Ecology; Cartography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003019233,0.0001426589,0.0002143782,0.000004394262,0.0002489325,0.00003809001,0.0005035785,0.00006470591,0.00006677066],"category_scores_gemma":[0.00008847466,0.00003999345,0.0001050506,0.0001496444,0.0001109272,0.00005496035,0.00008793997,0.0001173043,0.00001509417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007417273,"about_ca_system_score_gemma":0.000005849002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006949609,"about_ca_topic_score_gemma":0.005113422,"domain_scores_codex":[0.9990278,0.0001060169,0.0002104351,0.0002195245,0.0001733765,0.000262881],"domain_scores_gemma":[0.9992558,0.0005133466,0.0001037727,0.00005964392,0.00004147354,0.00002599934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005139089,0.0001628983,0.9336464,0.00006126292,0.00002593236,0.000002072158,0.001028328,0.000003554266,0.01148983,0.0001676751,0.007571256,0.04578933],"study_design_scores_gemma":[0.0001946843,0.000266145,0.9071695,0.00007847879,0.00002037508,0.000002693712,0.0004585645,0.0000387094,0.004168523,0.0001880901,0.08723577,0.0001784311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993556,0.0005013693,0.000004894562,0.001398937,0.0001298136,0.0003054152,0.00009744053,0.00001663277,0.00398946],"genre_scores_gemma":[0.998908,0.0001190682,0.00001900344,0.0003766049,0.0002142709,0.00003648483,0.000009765226,7.32473e-7,0.0003160152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07966452,"threshold_uncertainty_score":0.285341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274687523166866,"score_gpt":0.2254775964793281,"score_spread":0.1927307212476595,"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."}}