{"id":"W2383620395","doi":"","title":"DNA barcoding identification kit technology for Tetropium species","year":2015,"lang":"en","type":"article","venue":"Kunchong zhishi","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"DNA barcoding; Biology; Barcode; Quarantine; Mitochondrial DNA; DNA extraction; Identification (biology); PEST analysis; Species identification; Polymerase chain reaction; Plant quarantine; DNA; Biotechnology; Zoology; Botany; Gene; Ecology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000306569,0.00009287587,0.00009670819,0.00007189293,0.0001355539,0.00003302296,0.0002953977,0.00009886456,0.0004395899],"category_scores_gemma":[0.00028639,0.00009095788,0.00003456181,0.0002572806,0.000195031,0.000211747,0.0001833268,0.00008319764,0.001125043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193541,"about_ca_system_score_gemma":0.000008696436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002347765,"about_ca_topic_score_gemma":0.0002061948,"domain_scores_codex":[0.9991328,0.0000159355,0.000165364,0.0002743341,0.0001540556,0.0002575487],"domain_scores_gemma":[0.9995471,0.00003582435,0.00006919081,0.0002688583,0.00001678638,0.00006228024],"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":[0.00004038757,0.0001780807,0.07514933,0.00002504946,0.00003339482,0.00001180242,0.0004864237,0.0007615496,0.04343907,0.03791123,0.8347375,0.007226139],"study_design_scores_gemma":[0.0007230327,0.0001747661,0.1089425,0.000008443534,0.00003183559,0.000005543712,0.0005823108,0.0006323836,0.009651448,0.03171816,0.8472477,0.0002818453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097703,0.00008852883,0.01669602,0.003249704,0.00893283,0.0009679752,0.00001290165,0.0004044583,0.05987735],"genre_scores_gemma":[0.9868026,0.000005868823,0.001850658,0.0001387654,0.0002857441,0.0001175478,0.00001386386,0.00001182453,0.01077309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07703241,"threshold_uncertainty_score":0.9996527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356339367783956,"score_gpt":0.2342378036962189,"score_spread":0.2106744100183793,"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."}}