{"id":"W2998094314","doi":"10.1080/23766808.2019.1706387","title":"A cost-effective protocol for total DNA isolation from animal tissue","year":2019,"lang":"en","type":"article","venue":"Neotropical Biodiversity","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"DNA extraction; Isolation (microbiology); Biology; Protocol (science); Polymerase chain reaction; DNA; Computational biology; Bioinformatics; Gene; Medicine; Pathology; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003483226,0.0001619656,0.0002311098,0.00004745084,0.0001816864,0.00002007442,0.0001314817,0.0002609783,0.002648435],"category_scores_gemma":[0.0000686401,0.000151883,0.0001242755,0.00006720154,0.000108588,0.0001247642,0.0001167231,0.0001682505,0.003633491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189129,"about_ca_system_score_gemma":0.00003897137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003765342,"about_ca_topic_score_gemma":0.00002576017,"domain_scores_codex":[0.9990391,0.0001293928,0.0001280175,0.0003889246,0.00003834717,0.0002762546],"domain_scores_gemma":[0.9993814,0.000214879,0.00007881602,0.0001953124,0.00009021753,0.00003942435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005922751,0.0007007516,0.5318297,0.00005971783,0.0003705408,0.000005506623,0.0002892901,0.00001133667,0.4302115,0.0002206292,0.02135349,0.009024763],"study_design_scores_gemma":[0.006984427,0.002217577,0.778988,0.00001636254,0.00009186541,0.000006825518,0.00005557475,0.0000235341,0.08635954,0.0001033509,0.1248467,0.0003062463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8882518,0.00001015562,0.0005049823,0.0001280664,0.0003002732,0.1098582,0.0006040516,0.000136603,0.0002058058],"genre_scores_gemma":[0.9599224,2.764106e-7,0.0001454079,0.0001890641,0.00007508881,0.03914122,0.0002715134,0.000007238165,0.0002477478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.343852,"threshold_uncertainty_score":0.9982633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957572624203594,"score_gpt":0.2758118451610376,"score_spread":0.2562361189190016,"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."}}