{"id":"W1977775856","doi":"10.4039/n05-016","title":"Buprestid sampling at nests of <i>Cerceris fumipennis</i> (Hymenoptera: Crabronidae) in southern Ontario: the first Canadian records of three buprestids (Coleoptera: Buprestidae)","year":2005,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Buprestidae; Agrilus; Hymenoptera; Biology; Nest (protein structural motif); Emerald ash borer; Ecology; Sampling (signal processing); Zoology; Fraxinus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008823982,0.0003294505,0.0003589742,0.0001836662,0.0006620393,0.0000416582,0.001397855,0.0002237436,0.005347144],"category_scores_gemma":[0.00009273524,0.0002423603,0.0001104977,0.0004504298,0.001401347,0.0001387409,0.0003485972,0.000435568,0.0004139276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003822091,"about_ca_system_score_gemma":0.0004888492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992148,"about_ca_topic_score_gemma":0.9999989,"domain_scores_codex":[0.9975052,0.0001165825,0.0005957778,0.0004704639,0.0003129145,0.000999018],"domain_scores_gemma":[0.9981682,0.0001960952,0.0002433221,0.0009654777,0.0000252698,0.0004016131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005282051,0.00004855756,0.960201,0.00001456675,0.00004092701,0.00004296309,0.00386733,0.02999424,0.0000453167,0.0005065023,0.003078557,0.002107278],"study_design_scores_gemma":[0.0003924139,0.0001270153,0.9491754,0.00003758925,0.00004575546,0.00002900933,0.0001807052,0.0003959137,0.00006220079,0.0007190114,0.04856323,0.0002717554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576085,0.0001097848,0.0000185215,0.003136584,0.000258477,0.000802267,0.00007280332,0.00001975272,0.03797333],"genre_scores_gemma":[0.9941694,0.00001381959,0.0002593648,0.001591207,0.00005282132,0.00009771974,0.0000179021,0.00002712343,0.003770699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04548467,"threshold_uncertainty_score":0.9994634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758799102737333,"score_gpt":0.2151494950418881,"score_spread":0.1975615040145147,"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."}}