{"id":"W4386129323","doi":"10.22543/0090-0222.2404","title":"Anomalously Pale-Haired Specimens in Three Genera of Cleptoparasitic Bees (Hymenoptera: Apidae: Nomadinae)","year":2021,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Apidae; Hymenoptera; Biology; Confusion; Taxon; Zoology; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002394356,0.0002705382,0.0001640546,0.001108635,0.0007628981,0.0002953395,0.0002958023,0.0004893172,0.001319226],"category_scores_gemma":[0.001620817,0.0002226478,0.0001419272,0.0006474106,0.00131657,0.0003343372,0.0006918335,0.0003604297,0.0003092531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875507,"about_ca_system_score_gemma":0.0001293567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062366,"about_ca_topic_score_gemma":0.003134728,"domain_scores_codex":[0.9996417,0.00007449975,0.00006113327,0.00007883824,0.0000795773,0.0000642685],"domain_scores_gemma":[0.9986765,0.0003946486,0.0004772421,0.0002218589,0.00008808498,0.0001416086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008469666,0.00006873937,0.881035,0.0001879682,0.00008174158,0.0277547,0.003467915,0.0001659652,0.06550537,0.0003784282,0.0002932358,0.02021411],"study_design_scores_gemma":[0.000009318316,0.0002607284,0.9399669,0.00001997687,0.00004092668,0.05277306,0.001065656,0.0001377029,0.004148641,0.0001755158,0.00138456,0.00001725009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982558,0.0003111878,0.0002721712,0.00001790556,0.000007197509,0.00001307253,0.00009876592,0.00001092626,0.00101301],"genre_scores_gemma":[0.9991666,0.0001186723,0.0004536425,0.00001531826,0.000006657187,0.000005475327,0.00008119292,0.000003535838,0.0001489081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001319226,"threshold_uncertainty_score":0.004413247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929313385835933,"score_gpt":0.2276181282775554,"score_spread":0.1783249944191961,"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."}}