{"id":"W4301586210","doi":"10.1007/s10340-022-01567-4","title":"Determination of specific lethal heat treatment parameters for pests associated with wood products using the Humble water bath","year":2022,"lang":"en","type":"article","venue":"Journal of Pest Science","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Food Inspection Agency; Canadian Forest Service","funders":"Natural Resources Canada","keywords":"Dispar; Toxicology; Heat sensitive; Biology; Environmental science; Pulp and paper industry; Materials science; Composite material; Engineering","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":[0.001443541,0.00007860679,0.0001231355,0.00007785167,0.0005707518,0.00002673518,0.0003535131,0.00001233207,0.0001219223],"category_scores_gemma":[0.0000509189,0.00004182303,0.0000428817,0.0003617211,0.0004672313,0.0002968343,0.0001143648,0.00008181179,0.000001529731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006743956,"about_ca_system_score_gemma":0.00006040259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000400929,"about_ca_topic_score_gemma":0.00005289069,"domain_scores_codex":[0.9988301,0.00006628079,0.0002131856,0.0001640388,0.0004868769,0.0002394732],"domain_scores_gemma":[0.9995223,0.00006182113,0.0002000418,0.0001357294,0.00004152089,0.00003856885],"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":[0.0005842663,0.00221423,0.04402914,0.0000279737,0.00009343681,0.0001476424,0.01195452,0.3391299,0.5937167,0.0003665369,0.0007654924,0.006970214],"study_design_scores_gemma":[0.007124376,0.02502888,0.4419188,0.0001238431,0.0005367231,0.001722927,0.004874598,0.04666887,0.4562539,0.003546512,0.01115893,0.001041685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981751,0.0000129796,0.0007392605,0.0003604814,0.0002705807,0.0002954832,0.000002322975,0.000002868152,0.0001408595],"genre_scores_gemma":[0.9960566,0.000003960138,0.003713676,0.00004323334,0.00001652308,0.00001277257,8.039664e-7,0.000004648241,0.0001478292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3978897,"threshold_uncertainty_score":0.4389819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743535532155417,"score_gpt":0.2480736509772166,"score_spread":0.2206382956556624,"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."}}