{"id":"W2972867917","doi":"10.22543/0090-0222.2338","title":"Use of Nest and Pollen Resources by Leafcutter Bees, Genus Megachile (Hymenoptera: Megachilidae) in Central Michigan","year":2019,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Boettcher Foundation","keywords":"Megachilidae; Biology; Pollen; Nest (protein structural motif); Ecology; Hymenoptera; Botany; Zoology; Pollinator; Pollination","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001426361,0.0001657032,0.0002625196,0.00001218544,0.000123298,0.00006534757,0.000241541,0.00007105601,0.0001134763],"category_scores_gemma":[0.00002025848,0.00005477079,0.00005402309,0.0001372365,0.0002255147,0.00009882668,0.0001404719,0.0001215975,0.00001271964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009474958,"about_ca_system_score_gemma":0.000001949375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738618,"about_ca_topic_score_gemma":0.0139647,"domain_scores_codex":[0.9989519,0.0001042643,0.0002019625,0.0002574792,0.0001404814,0.0003439403],"domain_scores_gemma":[0.9995686,0.0002346694,0.00008446004,0.0000495048,0.00001358739,0.00004915542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001995673,0.00007684113,0.8588008,0.00001082608,0.00003665578,0.00001184516,0.0009437298,0.000003846492,0.1334524,0.0001562513,0.001068806,0.005238482],"study_design_scores_gemma":[0.0002014449,0.0003370016,0.959344,0.00002867227,0.00001724359,0.00001813546,0.000440966,0.00001801271,0.001898632,0.00006361925,0.03746,0.000172296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958053,0.001129517,5.827164e-8,0.001419177,0.00003823168,0.000209566,0.0001928674,0.00002609108,0.001179222],"genre_scores_gemma":[0.9977154,0.0001927084,0.000008008847,0.0002385551,0.00006496251,0.000005553152,0.00003467598,0.000001202161,0.001738956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315537,"threshold_uncertainty_score":0.7792633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969031431310443,"score_gpt":0.1975527987307339,"score_spread":0.1678624844176294,"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."}}