{"id":"W4402943531","doi":"10.1186/s13071-024-06478-0","title":"Barcoding of Italian mosquitoes (BITMO): generation and validation of DNA barcoding reference libraries for native and alien species of Culicidae","year":2024,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca; Canadian Celiac Association","keywords":"Biology; DNA barcoding; Ribosomal RNA; Internal transcribed spacer; 16S ribosomal RNA; Mitochondrial DNA; Cytochrome c oxidase subunit I; Anopheles; Zoology; Gene; Genetics; Malaria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001553034,0.001185432,0.0007413162,0.001888952,0.0005399573,0.0007084244,0.0007169761,0.0008076552,0.001600618],"category_scores_gemma":[0.002774271,0.0003877014,0.0008241562,0.001181627,0.0006378669,0.0004376752,0.0008718154,0.0006631242,0.001319388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004885291,"about_ca_system_score_gemma":0.0007379622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107073,"about_ca_topic_score_gemma":0.002157788,"domain_scores_codex":[0.9982523,0.0002462239,0.0001276482,0.0006425279,0.0005625744,0.0001686792],"domain_scores_gemma":[0.998912,0.0001550267,0.0003343761,0.0001434616,0.0003883387,0.00006683347],"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":[0.0003915921,0.0002001127,0.01060185,0.00061739,0.00006835569,0.0001702775,0.0003997768,0.0009647732,0.9440999,0.0005650872,0.000717525,0.04120344],"study_design_scores_gemma":[0.000110565,0.003186451,0.1242396,0.0003716855,0.0005566867,0.002031184,0.0005040661,0.009694743,0.8215227,0.0004984827,0.03715442,0.0001294111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721934,0.004597319,0.1010602,0.0002611916,0.0002308576,0.001824105,0.01217524,0.001106348,0.006551386],"genre_scores_gemma":[0.6213416,0.004962169,0.3099509,0.0007378166,0.0001523887,0.003148098,0.05298636,0.0003869883,0.006333722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001888952,"threshold_uncertainty_score":0.008213282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03873369017695193,"score_gpt":0.2546002953441115,"score_spread":0.2158666051671596,"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."}}