{"id":"W2911625535","doi":"10.3897/zookeys.819.27121","title":"Pseudoscorpiones and Scorpiones of Canada","year":2019,"lang":"en","type":"article","venue":"ZooKeys","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Scorpion; Geography; Barcode; Species diversity; Zoology; Ecology; Biology; Global biodiversity; DNA barcoding; Biodiversity; Nearctic ecozone; Taxonomy (biology); Venom; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004214523,0.00004605615,0.0000807601,0.00002310812,0.00004259235,0.000006965816,0.00006541984,0.00001891064,0.0070098],"category_scores_gemma":[0.000005342802,0.00003925011,0.00001215613,0.0000445923,0.00003201568,0.00007322344,0.000006923693,0.00002915175,0.0001372675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001409858,"about_ca_system_score_gemma":0.00006580261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6167253,"about_ca_topic_score_gemma":0.586533,"domain_scores_codex":[0.999643,0.00001243092,0.0000622712,0.00009247595,0.00009388368,0.00009590901],"domain_scores_gemma":[0.9997845,0.00005200437,0.0000310445,0.00007282463,0.00001115236,0.00004846061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001031856,0.000001553182,0.9977907,0.00001413945,0.000004636586,0.000002678206,0.00003038727,0.00003338919,0.000008549579,0.00004045041,0.000428565,0.001634636],"study_design_scores_gemma":[0.0001430151,0.00003413603,0.995009,0.000007713398,0.000003666178,0.000002774554,0.0001600925,0.0003376706,0.0002960813,0.00007027772,0.00387461,0.00006094441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963749,0.0001536978,0.000004849516,0.0001071177,0.0002422144,0.00005596433,0.00001983197,0.000005819426,0.0356615],"genre_scores_gemma":[0.9987939,0.00001236387,0.0001869478,0.0001222251,0.00001416785,4.902325e-8,0.0000101284,4.940364e-7,0.0008597195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0350449,"threshold_uncertainty_score":0.9938979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006477277475537437,"score_gpt":0.1242751199623553,"score_spread":0.1177978424868178,"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."}}