{"id":"W2041508301","doi":"10.2317/e37.1","title":"Annual and Social Variation in Foraging Effort of the Obligately Eusocial Sweat Bee, Halictus ligatus (Hymenoptera: Halictidae)","year":2004,"lang":"en","type":"article","venue":"Journal of the Kansas Entomological Society","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Foraging; Eusociality; Halictidae; Biology; Brood; Ecology; Zoology; Hymenoptera; Apoidea","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002387806,0.0001128581,0.0001164172,0.0004947371,0.0002555475,0.000273995,0.0001641446,0.0001398137,0.0004328509],"category_scores_gemma":[0.0005573382,0.0001284438,0.0001312045,0.0002768006,0.000283485,0.0001418838,0.0002784716,0.0001353606,0.00009118331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212383,"about_ca_system_score_gemma":0.0001982103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03370785,"about_ca_topic_score_gemma":0.1481992,"domain_scores_codex":[0.9998978,0.00001810514,0.000007863664,0.00002342693,0.00002451509,0.00002825052],"domain_scores_gemma":[0.9995152,0.0000799718,0.000218728,0.00003346602,0.00005974983,0.00009298005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006772191,0.00002827003,0.9870976,0.000008834804,0.00003862665,0.00007400686,0.0008088874,0.00006174011,0.008598912,0.00001638144,0.00004157585,0.003157502],"study_design_scores_gemma":[2.187802e-7,0.000006118478,0.9998618,2.919508e-7,0.000001114511,0.00001469013,0.00004913198,0.00002397874,0.00002734129,0.000001314837,0.00001345012,4.241346e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998695,0.00001898569,0.00001091387,0.000002877459,1.95156e-7,5.861453e-7,0.00002331516,3.823137e-7,0.00007319303],"genre_scores_gemma":[0.9996966,0.00002086826,0.00004290208,0.000003523784,7.036681e-7,0.000001506756,0.00007519783,5.704595e-7,0.0001581892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03370785,"threshold_uncertainty_score":0.06702334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271565639942883,"score_gpt":0.2185938476809867,"score_spread":0.1958781912815579,"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."}}