{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001383316,0.0002605764,0.0002203638,0.0001600601,0.0001717116,0.0002387588,0.0001644222,0.0001847618,0.001254476],"category_scores_gemma":[0.0001310808,0.00008950079,0.0002038367,0.00008827371,0.000117504,0.0001825091,0.0001426012,0.0003016004,0.0001667254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837704,"about_ca_system_score_gemma":0.0001348127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008999814,"about_ca_topic_score_gemma":0.003345418,"domain_scores_codex":[0.9999024,0.00001553204,0.000006289388,0.00001687779,0.00003879048,0.00002015064],"domain_scores_gemma":[0.9999071,0.00001365337,0.00003798883,0.000004314593,0.0000205928,0.00001621483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003004025,0.00009397863,0.003664204,0.0001879688,0.00001019432,0.00004016977,0.00003746774,0.0001499439,0.9876474,0.00001877602,0.0000624125,0.007787173],"study_design_scores_gemma":[0.00003807486,0.01045341,0.241984,0.00006958727,0.00008311304,0.0004418161,0.0003400595,0.0006831143,0.7426428,0.00005853267,0.003187404,0.00001805172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9965492,0.001822783,0.0006577713,0.00004316055,0.00001456053,0.00002719627,0.0001119619,0.00001451603,0.0007587338],"genre_scores_gemma":[0.996048,0.0009764352,0.001915034,0.00005027231,0.00000932927,0.0000299947,0.0001652502,0.000005367781,0.0008001935],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001254476,"threshold_uncertainty_score":0.004196644,"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."}}