{"id":"W2945736202","doi":"10.11646/zootaxa.4606.1.1","title":"A revision of Colletes Latreille (Hymenoptera: Colletidae: Colletinae) <br />from Brazil, Paraguay and Uruguay","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Biology; Hymenoptera; Taxonomy (biology); Key (lock); Zoology; Ecology","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":[0.0008806679,0.0008696611,0.0006019005,0.002751055,0.002734511,0.001415266,0.001218159,0.0008529648,0.002136518],"category_scores_gemma":[0.001249449,0.0003245284,0.000425855,0.0009816913,0.001284565,0.00131726,0.001273977,0.001278862,0.0007636495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829658,"about_ca_system_score_gemma":0.003350229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06909169,"about_ca_topic_score_gemma":0.1438472,"domain_scores_codex":[0.9995553,0.00008498596,0.00007583429,0.00007560278,0.0001445165,0.00006377976],"domain_scores_gemma":[0.999343,0.00004481296,0.0001398081,0.00005414153,0.0003211564,0.00009696701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000293416,0.0001486726,0.03655998,0.002058724,0.000118948,0.007740851,0.01943891,0.0007202011,0.0618902,0.007355091,0.02890078,0.8347743],"study_design_scores_gemma":[0.00002253311,0.000303739,0.1349651,0.001413877,0.00009930212,0.008386016,0.002572455,0.0005893196,0.001664528,0.0008887461,0.8490182,0.00007619874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6188534,0.2159721,0.01735081,0.01193522,0.006627579,0.001364075,0.002090183,0.001818032,0.1239886],"genre_scores_gemma":[0.8630472,0.0547813,0.04043488,0.003814079,0.002038301,0.0004214324,0.003405956,0.0002252352,0.03183153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06909169,"threshold_uncertainty_score":0.1373791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138884411110545,"score_gpt":0.2013472769387036,"score_spread":0.1874588358276491,"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."}}