{"id":"W2078379917","doi":"10.1139/z04-041","title":"Biological identification of springtails (Hexapoda: Collembola) from the Canadian Arctic, using mitochondrial DNA barcodes","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":268,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; DNA barcoding; Taxonomy (biology); Mitochondrial DNA; Arctic; Springtail; Ecology; Genus; Zoology; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003003308,0.0002257831,0.0001534078,0.002066832,0.001976936,0.0006155833,0.000250951,0.0001970591,0.0005253104],"category_scores_gemma":[0.0008668706,0.0001199684,0.0001447601,0.001349098,0.0003555665,0.0002205744,0.0003923953,0.0001533239,0.0001194186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065749,"about_ca_system_score_gemma":0.002809645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6809842,"about_ca_topic_score_gemma":0.9098778,"domain_scores_codex":[0.9997088,0.00001610251,0.00001099469,0.00004548303,0.0001415331,0.00007705239],"domain_scores_gemma":[0.9994123,0.00004932637,0.00009724907,0.00002200015,0.0002946239,0.0001244979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002133851,0.00003962609,0.8211275,0.0001203178,0.00004910953,0.0003573631,0.00342193,0.0002642363,0.1408415,0.0001325818,0.0002093906,0.0332231],"study_design_scores_gemma":[0.000002998844,0.00004049629,0.9963918,0.000008511539,0.00001090856,0.0001471106,0.0006449888,0.0001984379,0.001367425,0.00001537589,0.001166125,0.000005784691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988827,0.0001930305,0.0001521105,0.0000116947,0.000001693412,0.00001223901,0.000136083,0.000004601634,0.0006058001],"genre_scores_gemma":[0.9969215,0.0002554451,0.001500853,0.00001887952,0.00000377986,0.00001225027,0.0006924138,0.000002753502,0.0005921267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3190158,"threshold_uncertainty_score":0.6417891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981458937965678,"score_gpt":0.2154693988867419,"score_spread":0.1756548095070851,"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."}}