{"id":"W1994871408","doi":"10.1890/03-0484","title":"RESOURCE TRACKING BY BUMBLE BEES: RESPONSES TO PLANT-LEVEL DIFFERENCES IN QUALITY","year":2004,"lang":"en","type":"article","venue":"Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; University of Lethbridge","keywords":"Nectar; Biology; Foraging; Ecology; Pollinator; Population; Pollination; Pollen","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002426484,0.00009365616,0.0002065986,0.00001231229,0.0001577187,0.00002169192,0.000174379,0.00007819455,0.0000844247],"category_scores_gemma":[0.0001683334,0.000037291,0.00002967582,0.0001518378,0.00004308633,0.00003685426,0.0000682145,0.00008682932,0.00005265459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003100336,"about_ca_system_score_gemma":0.000005695946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009855381,"about_ca_topic_score_gemma":0.06042943,"domain_scores_codex":[0.9991227,0.00009861634,0.0001769658,0.0002275972,0.00008137226,0.0002927251],"domain_scores_gemma":[0.9993833,0.0004960601,0.00004001273,0.00001452968,0.00001137943,0.00005476724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004063846,0.0002011235,0.8170725,0.000004613871,0.00001155876,0.00002701681,0.0006046671,0.000002108603,0.1713236,0.0008487152,0.003904275,0.005593494],"study_design_scores_gemma":[0.0001298962,0.00028596,0.9833072,0.00001100766,0.00000139441,0.000003988804,0.0006758483,2.861847e-7,0.001597738,0.0006349216,0.01323602,0.0001157064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934336,0.0001029926,6.638186e-7,0.005111672,0.00003354048,0.00009218328,0.0002210505,0.00003320224,0.0009711286],"genre_scores_gemma":[0.998669,0.00002808999,0.00002429625,0.000662701,0.00006990128,0.00001441679,0.00001890844,4.015032e-7,0.0005123098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1697258,"threshold_uncertainty_score":0.9567153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481414844144478,"score_gpt":0.2738866973864491,"score_spread":0.1257452129720013,"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."}}