{"id":"W2039234282","doi":"10.1007/s10086-012-1306-2","title":"Lethal temperature for pinewood nematode, Bursaphelenchus xylophilus, in infested wood using radio frequency (RF) energy","year":2012,"lang":"en","type":"article","venue":"Journal of Wood Science","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations","funders":"U.S. Department of Agriculture","keywords":"Bursaphelenchus xylophilus; Materials science; Composite material; Radio frequency; Microwave; Horticulture; Biology; Animal science; Nematode; Ecology; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001420307,0.0002195749,0.0003898746,0.0001329948,0.0003450859,0.0002190131,0.0007666833,0.00015195,0.00004174102],"category_scores_gemma":[0.0003618326,0.00009162466,0.0001641933,0.001446568,0.0002412263,0.002108404,0.00005610849,0.0003112499,0.000001382997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601617,"about_ca_system_score_gemma":0.0002314543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002452501,"about_ca_topic_score_gemma":0.0002346475,"domain_scores_codex":[0.9976462,0.00008127763,0.000609236,0.0002401296,0.000630017,0.000793127],"domain_scores_gemma":[0.9985327,0.0001986947,0.0004665405,0.00008491761,0.0004365662,0.0002806397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000374292,0.0001455669,0.003977298,0.000006926234,0.000009324585,0.00001577673,0.0002087863,0.0000753154,0.9912458,0.002420698,0.00004974251,0.001807351],"study_design_scores_gemma":[0.007554747,0.006110131,0.6718557,0.001247759,0.0002503904,0.007280239,0.006706703,0.001867665,0.270844,0.01903351,0.004005992,0.003243139],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962565,0.001540152,0.00003053368,0.0008119874,0.0007201994,0.0001466345,0.000009671679,0.00001602195,0.0004683338],"genre_scores_gemma":[0.9973814,0.00004912197,0.001187939,0.0001794504,0.001173088,0.00000532651,0.000001862431,0.000001995553,0.00001980808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7204018,"threshold_uncertainty_score":0.3736345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271418136727585,"score_gpt":0.2520829674455222,"score_spread":0.2293687860782463,"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."}}