{"id":"W3008296319","doi":"10.1139/gen-2019-0196","title":"Nematode biodiversity assessments need vouchered databases: A BOLD reference library for plant-parasitic nematodes in the superfamily Criconematoidea","year":2020,"lang":"en","type":"article","venue":"Genome","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; U.S. Forest Service; National Science Foundation","keywords":"Ecoregion; Biology; DNA barcoding; Haplotype; Nematode; Evolutionary biology; Taxon; Biodiversity; Ecology; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319524,0.0001808047,0.0002664078,0.00001855183,0.0002693583,0.0001650001,0.0005064208,0.0000411778,0.0002109953],"category_scores_gemma":[0.00002385581,0.00007289418,0.00006681262,0.0004348183,0.00004188643,0.0004291711,0.0001712986,0.00009675619,0.00009459837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007476544,"about_ca_system_score_gemma":0.000008538086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005790449,"about_ca_topic_score_gemma":0.00003978563,"domain_scores_codex":[0.9988085,0.00008878353,0.0002619236,0.0003450334,0.0002002407,0.0002955158],"domain_scores_gemma":[0.999516,0.0002071632,0.00009406038,0.00008730205,0.00002526031,0.00007020298],"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":[0.0009063083,0.0009291692,0.2857635,0.0009159984,0.0003263683,0.0001757887,0.005037174,0.00001899014,0.6280798,0.01096354,0.0649317,0.00195172],"study_design_scores_gemma":[0.001175698,0.000402791,0.7973337,0.00006591237,0.00009647575,0.000007929969,0.01919476,0.0002341549,0.001207577,0.000381162,0.1791379,0.0007619587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897453,0.0002013421,0.00004544549,0.007327573,0.00005108384,0.0006481927,0.000926683,0.0001086968,0.0009456654],"genre_scores_gemma":[0.9907647,0.0002033998,0.0001256835,0.006488221,0.0001133391,0.00007281613,0.002145334,0.000001696499,0.00008484752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6268722,"threshold_uncertainty_score":0.2972538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116427483202671,"score_gpt":0.265607869807142,"score_spread":0.1539651214868749,"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."}}