{"id":"W4304820936","doi":"10.1016/j.anbehav.2022.08.016","title":"How foraging preference and activity level of bumble bees contribute to colony flexibility under resource demand","year":2022,"lang":"en","type":"article","venue":"Animal Behaviour","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Royal Holloway, University of London; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; Weston Family Foundation","keywords":"Foraging; Biology; Sucrose; Pollen; Proboscis; Preference; Nectar; Ecology; Zoology; Food science","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":[0.0002603073,0.0001133443,0.0002125182,0.000009209884,0.0004614421,0.00004727168,0.000157979,0.00003258028,0.00004076727],"category_scores_gemma":[0.00003352957,0.00005407006,0.00004692153,0.0001653721,0.0000526121,0.00008740566,0.0004056731,0.0001229844,8.26501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002838816,"about_ca_system_score_gemma":0.000006157252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628442,"about_ca_topic_score_gemma":0.002853331,"domain_scores_codex":[0.9990869,0.00007372052,0.0001042308,0.0002880207,0.0002058206,0.0002412987],"domain_scores_gemma":[0.9996493,0.0001320517,0.00007250009,0.00002604043,0.00004186426,0.00007819016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003089697,0.0001186669,0.4426911,0.000005822011,0.00001220787,0.000004749371,0.0001112023,0.000003042848,0.5526158,0.0001877995,0.0006698705,0.003270819],"study_design_scores_gemma":[0.0001219821,0.0008278777,0.9842477,0.00000699005,0.00001952208,0.000006530856,0.0008335487,0.00001179535,0.01139227,0.00009841821,0.00230185,0.0001315105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964877,0.0001502674,0.000007532087,0.002254703,0.00001231393,0.0002056617,0.0007544541,0.00002797652,0.0000993947],"genre_scores_gemma":[0.9993096,0.000008084458,0.0000271664,0.0001007859,0.0000286353,0.00002755337,0.00001235264,8.018064e-7,0.0004850181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5415567,"threshold_uncertainty_score":0.3549086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2131613298948116,"score_gpt":0.2714130318466045,"score_spread":0.05825170195179294,"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."}}