{"id":"W2808837528","doi":"10.1038/s41598-018-27603-x","title":"Molecular detection of small hive beetle Aethina tumida Murray (Coleoptera: Nitidulidae): DNA barcoding and development of a real-time PCR assay","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture Victoria","keywords":"Biology; Biosecurity; DNA barcoding; Brood; Honey bee; Beekeeping; Zoology; Invasive species; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004963677,0.0005757276,0.0002971508,0.0007064692,0.0001899093,0.0004551323,0.0004524092,0.000691031,0.000649126],"category_scores_gemma":[0.00101498,0.0002735088,0.0002840748,0.0003229429,0.0003381798,0.0003569369,0.0002990653,0.000568172,0.0005080011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762266,"about_ca_system_score_gemma":0.0002619282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006406188,"about_ca_topic_score_gemma":0.001164762,"domain_scores_codex":[0.9992375,0.000120597,0.00003937236,0.0002871247,0.0002604734,0.00005477541],"domain_scores_gemma":[0.999535,0.0001473193,0.0001371467,0.00002834771,0.0001185282,0.00003366348],"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":[0.0000520615,0.00005221185,0.004957274,0.0001778299,0.00001356063,0.00007286158,0.0001001937,0.000237882,0.979529,0.0001644172,0.000140476,0.01450221],"study_design_scores_gemma":[0.00002861711,0.0008066347,0.05563084,0.00007828419,0.0001072663,0.001106497,0.0002282666,0.01607108,0.9157826,0.0002825172,0.009824499,0.00005285514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643994,0.004985817,0.1203313,0.0004238789,0.0001979233,0.0005679096,0.003086278,0.000700155,0.005307293],"genre_scores_gemma":[0.7305316,0.002460691,0.2561199,0.0004105752,0.00005937474,0.000722522,0.004112927,0.00005082045,0.005531567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007064692,"threshold_uncertainty_score":0.002625108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266498878494963,"score_gpt":0.243886216004164,"score_spread":0.2172363281546677,"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."}}