{"id":"W2151889432","doi":"10.1111/j.1755-0998.2008.02297.x","title":"Species identification of aphids (Insecta: Hemiptera: Aphididae) through DNA barcodes","year":2008,"lang":"en","type":"article","venue":"Molecular Ecology Resources","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Animal and Plant Health Inspection Service; Gordon and Betty Moore Foundation","keywords":"Biology; Aphididae; DNA barcoding; Hemiptera; Mitochondrial DNA; Zoology; NADH dehydrogenase; Botany; Genetics; Barcode; Homoptera; PEST analysis; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006691457,0.0002848716,0.0002840574,0.001224609,0.0003594405,0.0003327743,0.0002266333,0.000462427,0.001153747],"category_scores_gemma":[0.001800941,0.0001526607,0.0001188118,0.0003456355,0.000271661,0.0004793635,0.0004329454,0.000327147,0.0005964249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130046,"about_ca_system_score_gemma":0.0001307998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009625926,"about_ca_topic_score_gemma":0.001787711,"domain_scores_codex":[0.9993578,0.0001125283,0.00005511056,0.000163107,0.0002588673,0.00005262373],"domain_scores_gemma":[0.9987663,0.0004520249,0.0002803693,0.00008108056,0.0002907078,0.0001294862],"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":[0.0002883995,0.0001439834,0.07065053,0.0002645528,0.00004466787,0.00009616677,0.0005343722,0.0001790881,0.8138749,0.0001988218,0.0004016737,0.1133228],"study_design_scores_gemma":[0.00003653892,0.001321009,0.5258204,0.00009912219,0.000121161,0.004063145,0.0006072161,0.005724052,0.4535294,0.0003998554,0.008187468,0.00009058782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861027,0.001190903,0.009834697,0.00008397437,0.00003568165,0.0001131055,0.0006601717,0.0001427401,0.001835909],"genre_scores_gemma":[0.9495899,0.000869053,0.04631501,0.0001168552,0.00002096556,0.00008937618,0.001224043,0.0000181534,0.001756744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001224609,"threshold_uncertainty_score":0.003859639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182515006902871,"score_gpt":0.1995642042089509,"score_spread":0.1877390541399222,"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."}}