{"id":"W3135221922","doi":"10.1002/ece3.7260","title":"Seasonality of floral resources in relation to bee activity in agroecosystems","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Pollinator; Nectar; Pollination; Biology; Ecology; Abundance (ecology); Halictidae; Agroecosystem; Pollen; Apoidea; Agriculture; Hymenoptera","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001401332,0.0001130561,0.000164588,0.000843195,0.0004899279,0.0005828164,0.0002619005,0.0001477845,0.001203511],"category_scores_gemma":[0.0006315596,0.0001269216,0.0001446014,0.0009847047,0.0004159963,0.0001762329,0.0002806008,0.0001482634,0.00008484761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313199,"about_ca_system_score_gemma":0.000704557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5080013,"about_ca_topic_score_gemma":0.8165197,"domain_scores_codex":[0.9998716,0.00001494744,0.000006207889,0.00003863412,0.00002562664,0.00004299069],"domain_scores_gemma":[0.9990797,0.000179587,0.0002652092,0.00004663099,0.0002425348,0.0001863833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006240733,0.00001234621,0.9932582,0.0000153084,0.00003873574,0.00005962331,0.0003851322,0.0002151517,0.003661717,0.00002910101,0.0001094542,0.002152876],"study_design_scores_gemma":[4.868085e-7,0.000003391916,0.9997575,8.091441e-7,0.000001345965,0.000008047257,0.00009899915,0.00006430764,0.00002296945,0.000002397888,0.00003905875,6.327829e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993305,0.00005129787,0.00003988466,0.000007912183,4.134273e-7,0.000003305689,0.0002387486,0.000002508954,0.0003254855],"genre_scores_gemma":[0.9995502,0.00003078841,0.00005486727,0.000003765023,6.206778e-7,0.000003312289,0.0002037352,0.000001344214,0.0001514583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5080013,"threshold_uncertainty_score":0.9897924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614807179500594,"score_gpt":0.2138937968102847,"score_spread":0.1877457250152787,"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."}}