{"id":"W4220882444","doi":"10.1002/edn3.291","title":"Developmental microbiome of the small carpenter bee, <i>Ceratina calcarata</i>","year":2022,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; W. Garfield Weston Foundation","keywords":"Biology; Microbiome; Zoology; Larva; Pollen; Pupa; Ecology; Brood; Taxon; Honey bee; Botany","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008921907,0.0001813525,0.0001825947,0.0006221291,0.0006713236,0.0005419638,0.0001890466,0.0002470752,0.0009596097],"category_scores_gemma":[0.000151226,0.0001160527,0.0001735882,0.0003788403,0.0002955702,0.0002542252,0.0004396054,0.0002618496,0.0001630596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361016,"about_ca_system_score_gemma":0.0003289566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007640684,"about_ca_topic_score_gemma":0.01962685,"domain_scores_codex":[0.9999415,0.000003926003,0.000004032627,0.00002717336,0.00001263243,0.00001079262],"domain_scores_gemma":[0.9998642,0.000017409,0.00004648283,0.000009056683,0.00003252119,0.00003032566],"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":[0.000380825,0.00003962732,0.08382018,0.0001110349,0.00002444514,0.0002655233,0.0006309467,0.00009453882,0.906055,0.00005207185,0.00009318716,0.008432616],"study_design_scores_gemma":[0.000003753131,0.0001403053,0.9854808,0.00001167749,0.00001421307,0.0001814349,0.000636901,0.0001233987,0.01232244,0.00001505837,0.001062552,0.000007491863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991467,0.00009422139,0.00005631697,0.00000930653,0.000001061523,0.000008280897,0.0002464276,0.000003400973,0.0004342546],"genre_scores_gemma":[0.9977542,0.00008199305,0.0004828929,0.00002809896,0.000001273238,0.00002422855,0.0006032274,0.000005484868,0.001018572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007640684,"threshold_uncertainty_score":0.01519245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777131233668329,"score_gpt":0.143183994478061,"score_spread":0.1254126821413777,"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."}}