{"id":"W3037619594","doi":"10.1371/journal.pone.0220426","title":"BIN overlap confirms transcontinental distribution of pest aphids (Hemiptera: Aphididae)","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canada First Research Excellence Fund; Higher Education Commision, Pakistan; International Development Research Centre","keywords":"DNA barcoding; Biology; Aphididae; Hemiptera; PEST analysis; Barcode; Taxonomy (biology); Species complex; Zoology; Ecology; Phylogenetic tree; Botany; Homoptera; Genetics","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":[0.000279294,0.0001744294,0.0001538846,0.001546032,0.0005800453,0.0004765702,0.0001750203,0.0001827926,0.002753631],"category_scores_gemma":[0.000821146,0.0001254226,0.0001124008,0.001415455,0.0004125827,0.0004280468,0.0006987536,0.0002563389,0.0006184077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576688,"about_ca_system_score_gemma":0.0002034378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00462353,"about_ca_topic_score_gemma":0.008937322,"domain_scores_codex":[0.999687,0.0000314946,0.0000291831,0.0001256289,0.00007687353,0.00004982996],"domain_scores_gemma":[0.9994088,0.00009106846,0.0002328291,0.00006224003,0.0001483711,0.00005670473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002711848,0.00003820096,0.8945953,0.0001100178,0.0000521539,0.0005238932,0.002119881,0.00008783728,0.06649333,0.0003145946,0.0004018836,0.03499185],"study_design_scores_gemma":[0.00000129793,0.00004850384,0.9926826,0.000008889336,0.00001268694,0.0005837756,0.0008660163,0.0001221784,0.003998315,0.0001059558,0.001564857,0.000004853848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994738,0.0002265344,0.001548545,0.00001586113,0.000008431485,0.00001422093,0.0007309749,0.00002265065,0.002694817],"genre_scores_gemma":[0.9966479,0.0001252424,0.001958045,0.0000162295,0.000003140711,0.00001144221,0.0008390651,0.000006594928,0.0003923654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00462353,"threshold_uncertainty_score":0.009211838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520085269789208,"score_gpt":0.1825295174450593,"score_spread":0.1673286647471672,"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."}}