{"id":"W4405816537","doi":"10.1111/jen.13390","title":"Reducing Pest Risk in Birch Wood Products—The Effective Heat Treatment for Bronze Birch Borer <scp><i>Agrilus anxius</i></scp> (Coleoptera: Buprestidae) Prepupae","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Entomology","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada","keywords":"Buprestidae; Agrilus; Biology; PEST analysis; Emerald ash borer; Bronze; Integrated pest management; Botany; Toxicology; Agronomy; Fraxinus; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001369753,0.0003058893,0.0004454922,0.0002501243,0.0001894586,0.00007358436,0.0004013287,0.0001856621,0.0001013215],"category_scores_gemma":[0.0001555752,0.0002069215,0.0001627642,0.0005507774,0.0002973794,0.0001909425,0.0001914691,0.0005066874,0.0001379597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008381254,"about_ca_system_score_gemma":0.0000742355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005617749,"about_ca_topic_score_gemma":0.0009996213,"domain_scores_codex":[0.9977772,0.0001851248,0.0005953838,0.0005608611,0.0002589149,0.000622489],"domain_scores_gemma":[0.9983791,0.0009171183,0.0002186467,0.0003453065,0.00002564144,0.0001141967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003406354,0.006509622,0.1252794,0.0009942418,0.003811756,0.002020305,0.06019644,0.343457,0.1124949,0.01131987,0.08258895,0.2479212],"study_design_scores_gemma":[0.007153785,0.008126833,0.7652833,0.0002055249,0.001042515,0.001303363,0.001498584,0.003983647,0.04908489,0.01860149,0.1431659,0.0005501604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875222,0.000528249,0.0004437425,0.0005633284,0.001085342,0.001912025,0.00001010008,0.00004038077,0.007894613],"genre_scores_gemma":[0.9971578,0.0003034922,0.0009169808,0.0001700561,0.0003449475,0.0004711343,0.000005389181,0.00003415138,0.000596038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6400039,"threshold_uncertainty_score":0.8438014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007212424781960579,"score_gpt":0.2363093133357028,"score_spread":0.2290968885537423,"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."}}