{"id":"W6944920445","doi":"10.23687/de1f8f2a-2899-4469-8545-f247c717d112","title":"Reducing pest risk in birch wood products - The effective heat treatment for bronze birch borer Agrilus anxius (Coleoptera: Buprestidae) prepupae","year":2024,"lang":"en","type":"dataset","venue":"GEOSCAN","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Agrilus; Phytosanitary certification; PEST analysis; Pest control; Integrated pest management; Kiln","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002152476,0.001962504,0.001775999,0.001318336,0.0006013527,0.0007825569,0.001445561,0.0007924245,0.00009332184],"category_scores_gemma":[0.001441698,0.001379615,0.0005613032,0.002259268,0.0004020883,0.0003282982,0.0006727656,0.00195511,0.005968273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003820048,"about_ca_system_score_gemma":0.001370306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09091021,"about_ca_topic_score_gemma":0.05953926,"domain_scores_codex":[0.9905378,0.00138565,0.001224948,0.003652308,0.001031577,0.002167667],"domain_scores_gemma":[0.9932975,0.001398131,0.0005315393,0.004069968,0.0003471595,0.0003556995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00088771,0.001005228,0.0004931435,0.001202749,0.001111204,0.0001757431,0.001494774,0.0009050779,0.0002696859,0.000002891864,0.9855798,0.006871984],"study_design_scores_gemma":[0.003120066,0.002183807,0.01832004,0.00167197,0.002343778,0.0001517941,0.0002084629,0.0002178612,0.001755858,0.0001138337,0.9683413,0.001571246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07371604,0.005069488,0.000001522988,0.0004281293,0.002422911,0.01573534,0.9019794,0.0003975613,0.0002496295],"genre_scores_gemma":[0.02743784,0.0006117496,0.0001695778,0.00005286191,0.00304729,0.01409754,0.9531943,0.0005894604,0.0007993434],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05121496,"threshold_uncertainty_score":0.9993118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350431832918798,"score_gpt":0.2779045157966534,"score_spread":0.2644001974674654,"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."}}