{"id":"W2158616488","doi":"10.11646/zootaxa.2358.1.2","title":"The identity of Pentalonia nigronervosa Coquerel and P. caladii van der Goot (Hemiptera: Aphididae) based on molecular and morphometric analysis","year":2010,"lang":"en","type":"article","venue":"Zootaxa","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Cooperative State Research, Education, and Extension Service; Macquarie University","keywords":"Biology; Aphididae; Zingiberaceae; Botany; Mitochondrial DNA; Araceae; DNA barcoding; Hemiptera; Homoptera; Genetics; PEST analysis; Gene; Zoology","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":[0.000182858,0.0001037953,0.0001609934,0.00005626638,0.0002521952,0.0001084157,0.0001320701,0.00006293842,0.0002908204],"category_scores_gemma":[0.000075351,0.00003734482,0.00009719517,0.0006336184,0.00008018721,0.00008052843,0.00003448038,0.0001595964,0.000007606915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006878982,"about_ca_system_score_gemma":0.000004122503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517243,"about_ca_topic_score_gemma":0.005121998,"domain_scores_codex":[0.9992854,0.00004662581,0.0001418013,0.0001966168,0.0001759764,0.000153589],"domain_scores_gemma":[0.9993348,0.0003603725,0.00009880863,0.00008350032,0.00005398203,0.00006861171],"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":[0.0001639103,0.0002806252,0.325448,0.00001166399,0.0003830069,0.0000285692,0.00005254865,0.00002812422,0.5707995,0.002895081,0.0005272324,0.09938171],"study_design_scores_gemma":[0.0004525546,0.0003404817,0.9557119,0.00001304695,0.0003774033,0.00002342837,0.0001168218,0.005926135,0.01216206,0.0002008826,0.02437622,0.0002990594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982617,0.0002043829,0.00004658824,0.0005416618,0.00007446754,0.0001002814,0.00004552551,0.00001170456,0.0007136753],"genre_scores_gemma":[0.9995593,0.00003067595,0.00003072468,0.0001927913,0.00003391233,0.00000820159,0.00002057921,7.703582e-7,0.0001230451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6302639,"threshold_uncertainty_score":0.3184279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005227033454321663,"score_gpt":0.2052216246639161,"score_spread":0.1999945912095945,"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."}}