{"id":"W2126507632","doi":"10.1071/is12026","title":"Challenging species delimitation in Collembola: cryptic diversity among common springtails unveiled by DNA barcoding","year":2012,"lang":"en","type":"article","venue":"Invertebrate Systematics","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; Ontario Genomics Institute; Office of Polar Programs; Australian Government; Genome Canada","keywords":"Biology; DNA barcoding; Intraspecific competition; Species complex; Interspecific competition; Taxonomy (biology); Taxon; Ecology; Systematics; Evolutionary biology; Zoology; Phylogenetic tree","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":[0.000930297,0.0001554638,0.0002531378,0.001664008,0.0006934254,0.0007649944,0.000442473,0.0005336503,0.0007760807],"category_scores_gemma":[0.001779248,0.0001220982,0.0001441276,0.001009197,0.0007657219,0.0008338296,0.001084891,0.0002885547,0.0001930294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872153,"about_ca_system_score_gemma":0.0004270416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101793,"about_ca_topic_score_gemma":0.007973807,"domain_scores_codex":[0.9995479,0.00009325769,0.00004385589,0.0001278503,0.0001207551,0.00006645703],"domain_scores_gemma":[0.9986982,0.0004999956,0.0003425702,0.0001164804,0.0002239092,0.0001187886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002314996,0.00004264494,0.4735525,0.0004529805,0.00006486567,0.001353775,0.009089849,0.0004349145,0.4418198,0.001032965,0.0001676198,0.07175656],"study_design_scores_gemma":[0.000007930944,0.0001883145,0.9768716,0.00007848707,0.00003070393,0.002417918,0.003476124,0.001652439,0.01083003,0.001064467,0.003360435,0.0000215759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968157,0.0004612234,0.00207037,0.00004529197,0.000004478764,0.00001056572,0.00003746149,0.00001314685,0.0005417063],"genre_scores_gemma":[0.9962282,0.0001739681,0.003173211,0.00002614285,0.000008594358,0.000009818305,0.0001224031,0.000004219854,0.0002535002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002101793,"threshold_uncertainty_score":0.004919946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04307461073002256,"score_gpt":0.2058165650668583,"score_spread":0.1627419543368357,"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."}}