{"id":"W2587630231","doi":"10.1093/ee/nvw173","title":"Yeasts Harbored by Vespine Wasps in the Pacific Northwest","year":2016,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Directorate for Biological Sciences","keywords":"Biology; Zoology; Yeast; Ecology; Botany; Genetics","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":[0.0001262237,0.0003784439,0.0004353582,0.001824588,0.001113081,0.0006875507,0.0003977411,0.0002129216,0.0003948899],"category_scores_gemma":[0.0004069851,0.0002211027,0.0002165905,0.001144282,0.0006926995,0.0004024478,0.000893252,0.0003362984,0.00006912652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475643,"about_ca_system_score_gemma":0.0005876811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04178993,"about_ca_topic_score_gemma":0.07329758,"domain_scores_codex":[0.9998017,0.00001050309,0.000009633514,0.00006016808,0.0000767071,0.00004125476],"domain_scores_gemma":[0.9997264,0.00002108051,0.00009361048,0.00001063714,0.00006397942,0.00008438729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000453562,0.0000603216,0.8694956,0.0001254116,0.0001252561,0.002933659,0.004409081,0.0001431105,0.1103056,0.00009007173,0.0001161562,0.01174208],"study_design_scores_gemma":[0.000002506038,0.00006857632,0.992808,0.00001687386,0.00002559042,0.0007350829,0.00319928,0.00009390039,0.002375097,0.00001939497,0.0006473297,0.000008386188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992649,0.0001124142,0.00006981595,0.000007598435,0.000001854387,0.000004641934,0.0001051361,0.000002599136,0.0004309288],"genre_scores_gemma":[0.9988059,0.0003036534,0.0003107974,0.0000119301,0.000002398438,0.000007216566,0.0002918717,0.000002853144,0.0002634269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04178993,"threshold_uncertainty_score":0.08309335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007868237209703234,"score_gpt":0.1879822672426759,"score_spread":0.1801140300329727,"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."}}