{"id":"W3034060976","doi":"10.11646/zootaxa.4786.2.3","title":"New species from the nivicola group of Hypogastrura Bourlet, 1839 (Collembola, Poduromorpha, Hypogastruridae) from Canada","year":2020,"lang":"en","type":"article","venue":"Zootaxa","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Chaeta; Nearctic ecozone; Species group; Identification key; Group (periodic table); Zoology; Anatomy; Taxonomy (biology); Key (lock); Taxonomic key; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000795902,0.0002538091,0.000450156,0.000004984317,0.0004279501,0.00005549239,0.0006589646,0.00008759011,0.00523681],"category_scores_gemma":[0.0001588706,0.0001012333,0.0001408026,0.0003600733,0.00012036,0.00009466322,0.0003097896,0.0002284117,0.00005128189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005899225,"about_ca_system_score_gemma":0.0001151396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6847387,"about_ca_topic_score_gemma":0.9076535,"domain_scores_codex":[0.998391,0.000103582,0.0003778207,0.0004331532,0.0002941586,0.0004002666],"domain_scores_gemma":[0.9984553,0.0009113966,0.0002369484,0.0001217325,0.0000510532,0.0002234991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001965025,0.00006946232,0.4424674,0.000004262376,0.0002927211,0.00004523549,0.0004670536,0.000009896598,0.01345043,0.0002299852,0.4975107,0.04525638],"study_design_scores_gemma":[0.0002493499,0.000115806,0.5458656,0.000008271614,0.00003475603,8.030964e-7,0.001607028,0.00001017069,0.0005631621,0.00006936831,0.451337,0.0001386483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730096,0.0005795013,0.000009302398,0.02221201,0.0003852153,0.0002884429,0.001016435,0.00004206041,0.002457387],"genre_scores_gemma":[0.9949239,0.00005100512,0.0003496831,0.002709356,0.001312878,0.00001401143,0.00009443099,0.000002016332,0.0005426872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2229147,"threshold_uncertainty_score":0.9956725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182624212187836,"score_gpt":0.1691091093248236,"score_spread":0.1472828672029452,"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."}}