{"id":"W2136145588","doi":"10.1098/rspb.2007.0062","title":"DNA barcoding cannot reliably identify species of the blowfly genus<i>Protocalliphora</i>(Diptera: Calliphoridae)","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":287,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Calliphoridae; DNA barcoding; Biology; Genus; Zoology; Evolutionary biology; Ecology; Larva","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002205942,0.0006044348,0.0007198416,0.001149943,0.0008979671,0.001296958,0.0005694979,0.001228352,0.0008769141],"category_scores_gemma":[0.008174151,0.0003962785,0.0004555295,0.001255825,0.001085081,0.001267901,0.0009385169,0.0006124405,0.001336048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911612,"about_ca_system_score_gemma":0.0003159374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752419,"about_ca_topic_score_gemma":0.008963007,"domain_scores_codex":[0.9965866,0.000797983,0.0002822685,0.0008943781,0.001210965,0.0002278511],"domain_scores_gemma":[0.9904066,0.005232442,0.002382967,0.0006383872,0.001129304,0.0002104326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002041601,0.0001192267,0.5146613,0.00153446,0.0005204594,0.0002875436,0.002380349,0.001170476,0.2655868,0.0007087627,0.001172058,0.2116545],"study_design_scores_gemma":[0.00001278963,0.0007138479,0.8535393,0.0005060798,0.0005602902,0.002571192,0.002293905,0.01490751,0.1077535,0.001606102,0.0154402,0.00009520845],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799709,0.003198633,0.01219582,0.0003303272,0.0001118084,0.00005006862,0.0008630419,0.0001259387,0.003153408],"genre_scores_gemma":[0.9803056,0.0009193357,0.0166073,0.0003829272,0.00004243939,0.00003519363,0.001186474,0.00002585712,0.0004949439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002752419,"threshold_uncertainty_score":0.01166624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788430464573385,"score_gpt":0.2368117648646342,"score_spread":0.2089274602189004,"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."}}