{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001218243,0.0003636145,0.0001524859,0.001211095,0.0005864101,0.0004726273,0.0002802326,0.0002329941,0.001810671],"category_scores_gemma":[0.0002649695,0.0001272055,0.0001590952,0.0009316648,0.0005691384,0.0001924819,0.0004698327,0.0002866548,0.0003928911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002208969,"about_ca_system_score_gemma":0.001173883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3284128,"about_ca_topic_score_gemma":0.6623764,"domain_scores_codex":[0.9998975,0.00002370619,0.000007337004,0.00001589684,0.00002066861,0.00003493769],"domain_scores_gemma":[0.9998368,0.00002719205,0.00007422272,0.000006853833,0.00002587582,0.00002901311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005423595,0.00008065253,0.5087988,0.003093794,0.0002800999,0.004940225,0.02998199,0.000813478,0.02662666,0.006301692,0.01045178,0.4080884],"study_design_scores_gemma":[0.000003798094,0.0001009417,0.9523814,0.0001308492,0.00001833788,0.000917021,0.002415322,0.00007413865,0.0002092674,0.00006912663,0.04367096,0.000008854083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266301,0.04289064,0.0003333885,0.0008289765,0.00008939939,0.00009095256,0.001951939,0.00006036421,0.02712427],"genre_scores_gemma":[0.9678243,0.01251169,0.001285954,0.000275876,0.00003489877,0.0000432454,0.001672576,0.00001021415,0.01634128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284128,"threshold_uncertainty_score":0.6530024,"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."}}