{"id":"W2206263116","doi":"10.4039/tce.2015.68","title":"Estimates of emerald ash borer (Coleoptera: Buprestidae) larval galleries in branch samples from asymptomatic urban ash trees (Oleaceae)","year":2015,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Ontario Ministry of Natural Resources and Forestry; University of Pittsburgh","keywords":"Emerald ash borer; Buprestidae; Agrilus; Oleaceae; Fraxinus; Crown (dentistry); Forestry; Botany; Abundance (ecology); Biology; Horticulture; Ecology; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004837963,0.0002017464,0.0002661874,0.00008886346,0.0001443045,0.00004892921,0.0006276054,0.0001236579,0.001577491],"category_scores_gemma":[0.0002397839,0.0001585843,0.00005209268,0.0002538761,0.0009660922,0.0001551589,0.000190194,0.0001729633,0.0003029249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352251,"about_ca_system_score_gemma":0.000104681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7828676,"about_ca_topic_score_gemma":0.9787399,"domain_scores_codex":[0.9985048,0.0001411964,0.0003084884,0.000297645,0.000241215,0.0005067027],"domain_scores_gemma":[0.9990231,0.0001489841,0.0001100191,0.0004482903,0.00001283567,0.0002567226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003734432,0.00007528358,0.9485728,0.000009272307,0.00005172772,0.00006101259,0.002426282,0.004037146,0.0001099464,0.001264194,0.04219713,0.001157882],"study_design_scores_gemma":[0.0004281978,0.0001073426,0.9804928,0.00002032933,0.00002782769,0.000005703949,0.000176,0.0004401919,0.0002727047,0.01209482,0.005743258,0.0001908866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984742,0.0001539386,0.00003988118,0.001867351,0.0001971152,0.0003593703,0.00005226271,0.00003774467,0.01255031],"genre_scores_gemma":[0.9975539,0.00001024506,0.0006210756,0.00105353,0.00003105584,0.00005360677,0.0000454911,0.00001403628,0.0006170585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958723,"threshold_uncertainty_score":0.9993352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401470170056896,"score_gpt":0.2324679023399199,"score_spread":0.2084532006393509,"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."}}