{"id":"W3108093312","doi":"10.1002/edn3.165","title":"Linking bacterial diversity to floral identity in the bumble bee pollen basket","year":2020,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Pollen; Pollinator; Operational taxonomic unit; Botany; Alpha diversity; Biodiversity; Ecology; Pollination; Bacteria; 16S ribosomal RNA","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":[0.00008162102,0.00007089001,0.00008136469,0.000002332146,0.0002850851,0.00003528695,0.0002522729,0.00002545357,0.0005165574],"category_scores_gemma":[0.000006108313,0.00002617641,0.0000410136,0.00008309359,0.00002565648,0.0001173104,0.0006831462,0.00006501664,0.0002549576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869819,"about_ca_system_score_gemma":4.066375e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001595002,"about_ca_topic_score_gemma":0.00128727,"domain_scores_codex":[0.9994339,0.00003620797,0.00006961823,0.0001529794,0.0001594897,0.0001477517],"domain_scores_gemma":[0.9998958,0.00002905866,0.00001682922,0.000009245215,5.20729e-7,0.00004861579],"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":[0.0000697092,0.00006260688,0.3026072,0.000001757637,0.000006149661,0.0000192239,0.001634127,0.00000114926,0.6887503,0.00002479022,0.001208839,0.005614145],"study_design_scores_gemma":[0.00008130812,0.0001194951,0.987287,0.0000032689,0.000003770172,7.51483e-7,0.0009203222,0.000003229991,0.0008849051,0.00005890811,0.01055667,0.00008039746],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960591,0.00002819674,4.215912e-7,0.003193604,0.00003250211,0.0001025928,0.00009706371,0.0000116936,0.0004748173],"genre_scores_gemma":[0.9983325,0.00002617615,0.00001064615,0.001255639,0.0003171295,0.000002355239,0.00002368558,3.002145e-7,0.00003156309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6878654,"threshold_uncertainty_score":0.5655941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399915656031817,"score_gpt":0.1900864616147246,"score_spread":0.1500948960115429,"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."}}