{"id":"W2172608026","doi":"10.1603/0022-0493(2007)100[1304:eocgah]2.0.co;2","title":"Effects of Chipping, Grinding, and Heat on Survival of Emerald Ash Borer, <I>Agrilus planipennis</I> (Coleoptera: Buprestidae), in Chips","year":2007,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; National Oceanic and Atmospheric Administration","keywords":"Buprestidae; Emerald ash borer; Agrilus; Biology; Fraxinus; Pulverizer; Bark (sound); Botany; Horticulture; Ecology; Grinding; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318173,0.0001882721,0.0005570495,0.0003086297,0.00004543866,0.000006882837,0.0003215585,0.0001678503,0.0004042136],"category_scores_gemma":[0.00007320773,0.0001764427,0.0001020399,0.00008760173,0.0002912367,0.0001482871,0.0001967571,0.0002509312,0.00003157651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383548,"about_ca_system_score_gemma":0.0000216899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002403714,"about_ca_topic_score_gemma":0.006513785,"domain_scores_codex":[0.9982837,0.0001325404,0.0008391121,0.0002406457,0.0001220211,0.00038196],"domain_scores_gemma":[0.9987491,0.0004005158,0.0005502955,0.0001681406,0.000007897913,0.0001240564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001075412,0.0007653172,0.9291443,0.0001421585,0.0002584647,0.0004100998,0.0009497201,0.007647225,0.04317532,0.01216013,0.002397662,0.001874146],"study_design_scores_gemma":[0.001963998,0.001336467,0.9885908,0.00005707325,0.00003805426,0.0001277796,0.0000147528,0.00008688865,0.004710084,0.001390047,0.001537632,0.0001463641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913413,0.0002275257,0.00006056651,0.0001282278,0.0008679387,0.0002425123,0.000003057103,0.000004759567,0.007124141],"genre_scores_gemma":[0.9990858,0.000260677,0.0002011944,0.0001816369,0.00008057849,0.000003342002,0.00000168059,0.00001162505,0.0001734957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05944651,"threshold_uncertainty_score":0.7195125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00776631561679894,"score_gpt":0.2276545819758074,"score_spread":0.2198882663590085,"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."}}