{"id":"W2950141213","doi":"10.1007/s13592-019-00654-3","title":"Wild bumble bee foraging preferences and fat content in highbush blueberry agro-ecosystems","year":2019,"lang":"en","type":"article","venue":"Apidologie","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Food and Agriculture; Northwest Scientific Association","keywords":"Biology; Vaccinium; Foraging; Pollen; Pollinator; Pollination; Agriculture; Crop; Ecosystem; Agronomy; Botany; Ecology","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":[0.0001765271,0.0001221646,0.0002361971,0.00001006046,0.00008484017,0.00004566235,0.0001549372,0.00007255526,0.00008668034],"category_scores_gemma":[0.00004233896,0.00004310815,0.00003633521,0.00009845461,0.00003982373,0.00009264293,0.0001286053,0.00009324637,0.00007450652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542968,"about_ca_system_score_gemma":0.000002180318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991264,"about_ca_topic_score_gemma":0.009970245,"domain_scores_codex":[0.9991273,0.00004411667,0.0001691208,0.0002708399,0.00009903579,0.0002895551],"domain_scores_gemma":[0.9995663,0.000299814,0.00005786333,0.00001725461,0.00001961457,0.00003922423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002728439,0.00002924111,0.672667,0.00001634346,0.0000121094,0.000004536758,0.00007209386,8.771028e-7,0.3103005,0.0003281956,0.001300364,0.01524148],"study_design_scores_gemma":[0.0002697308,0.0003425095,0.9849741,0.00009937002,0.000006527117,0.000006783152,0.001847783,0.00005548638,0.003982584,0.0009815079,0.007181578,0.0002520613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956019,0.001367078,1.765883e-7,0.0008943995,0.0001409199,0.0002088024,0.00001662911,0.00005743517,0.001712675],"genre_scores_gemma":[0.9986351,0.0004512499,0.00001376846,0.0001772442,0.000139497,0.00001491153,0.000008215259,5.193358e-7,0.0005595023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3123071,"threshold_uncertainty_score":0.556363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395921169843788,"score_gpt":0.2289875496961665,"score_spread":0.08939543271178774,"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."}}