{"id":"W4220885023","doi":"10.3897/zookeys.1089.72645","title":"Habralictus and Lasioglossum of Saint Lucia and Saint Vincent and the Grenadines, Lesser Antilles (Hymenoptera, Apoidea, Halictidae)","year":2022,"lang":"en","type":"article","venue":"ZooKeys","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Halictidae; Hymenoptera; Biology; Ecology; Zoology; Apoidea","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002384003,0.0001240142,0.0002240674,0.0000091972,0.0005822831,0.00004594388,0.0001042421,0.00002523529,0.0001134911],"category_scores_gemma":[0.00001553977,0.000041493,0.00003356784,0.00009066121,0.0002474827,0.00004199311,0.0002877433,0.00009133499,0.000001644654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003134967,"about_ca_system_score_gemma":0.00000287513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682111,"about_ca_topic_score_gemma":0.006776406,"domain_scores_codex":[0.9992139,0.0000841279,0.0001584794,0.0002158654,0.000147382,0.0001802147],"domain_scores_gemma":[0.9996461,0.0001796989,0.00007661735,0.0000250031,0.00002019573,0.00005233708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004400708,0.0001194773,0.820188,0.00005373127,0.0001271277,0.00002468298,0.001624304,0.000002969616,0.05327139,0.07508179,0.0009418117,0.04812458],"study_design_scores_gemma":[0.0004257283,0.0002223175,0.8990121,0.00001715328,0.00002405185,0.00001764774,0.0009817603,0.00009331095,0.0008213771,0.0006712308,0.09756574,0.0001475669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909509,0.005610729,3.357472e-7,0.002616963,0.00003516317,0.0001648635,0.00004982785,0.00001721998,0.0005539855],"genre_scores_gemma":[0.9978715,0.00142372,0.00001543531,0.0002693068,0.00006046439,0.0000130402,0.000007334142,8.353727e-7,0.0003383315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09662393,"threshold_uncertainty_score":0.9897259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156094303863979,"score_gpt":0.1785085510481907,"score_spread":0.1628991206617928,"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."}}