{"id":"W4381742563","doi":"10.1007/s13592-023-01014-y","title":"Timing of drone flights and observations of other colony behaviors of Apis laboriosa in northern Vietnam","year":2023,"lang":"en","type":"article","venue":"Apidologie","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Drone; Biology; Mating; Sympatric speciation; Zoology; Apoidea; Honey Bees; Worker bee; Aculeata; Ecology; Honey bee; Hymenoptera; 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":[0.00007909021,0.0001057961,0.0001114715,0.0004736145,0.0005425489,0.0002699181,0.0001363328,0.0001120821,0.001188073],"category_scores_gemma":[0.0001662187,0.0001427145,0.00009429359,0.0002734071,0.0002719761,0.0002307473,0.000228839,0.0002054736,0.0001310191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006274066,"about_ca_system_score_gemma":0.000323928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03802952,"about_ca_topic_score_gemma":0.1008297,"domain_scores_codex":[0.9999503,0.000006892697,0.00000345371,0.00001724699,0.00000730379,0.0000148374],"domain_scores_gemma":[0.9997647,0.00002607843,0.0000767691,0.000009029152,0.00003244717,0.00009092764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00029552,0.0001430652,0.9519569,0.0000461186,0.00003926214,0.0004364744,0.00596452,0.0001535098,0.03239654,0.0001565261,0.0002056974,0.008205829],"study_design_scores_gemma":[0.000001074872,0.00004195732,0.9975235,0.000002612847,0.000003665204,0.00006881575,0.001752789,0.0000545464,0.00026302,0.000008733135,0.0002766781,0.000002482017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993435,0.00002664233,0.0000186716,0.000008059127,7.25067e-7,0.000002374091,0.00007419063,0.00000119648,0.0005247928],"genre_scores_gemma":[0.9989939,0.00003554177,0.00004031198,0.000008197995,9.950469e-7,0.000005637055,0.00009893458,0.000001368692,0.0008151702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03802952,"threshold_uncertainty_score":0.07561636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1563863667272936,"score_gpt":0.2686369691930409,"score_spread":0.1122506024657473,"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."}}