{"id":"W6943947249","doi":"10.15468/uebx3x","title":"New Staphylinidae (Coleoptera) records with new collection data from New Brunswick, Canada: Scaphidiinae, Piestinae, Osorinae, and Oxytelinae","year":2012,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Historical record; Taxonomy (biology); Data collection system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001782762,0.0004871129,0.0005174786,0.00002467606,0.0006577403,0.0002530698,0.0007784892,0.0003365738,0.001707332],"category_scores_gemma":[0.0001029975,0.0002538601,0.00006610084,0.0005707826,0.00008904089,0.001169474,0.0008170463,0.0003113801,0.001122351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111323,"about_ca_system_score_gemma":0.001445089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983016,"about_ca_topic_score_gemma":0.9988003,"domain_scores_codex":[0.9978483,0.00006431697,0.0004635472,0.0005115335,0.0006356679,0.0004766374],"domain_scores_gemma":[0.9982433,0.00009965969,0.0004554669,0.0003698406,0.0001736383,0.000658141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001712965,0.00001304739,0.3892731,0.00001875268,0.0000566532,0.000001395636,0.00002403192,0.000001271984,3.967452e-8,1.722801e-7,0.6072889,0.003151365],"study_design_scores_gemma":[0.0003010115,0.000122166,0.4793187,0.00001000149,0.00009359543,0.000004418733,0.00009071123,7.870971e-7,8.583146e-7,0.000002946689,0.5197614,0.0002934137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08739292,0.0003233925,0.00001529173,0.0008774027,0.0004958139,0.0004584809,0.9101559,0.00005728432,0.0002235416],"genre_scores_gemma":[0.0009413455,0.0005250477,0.0001044441,0.0004315017,0.0001353043,8.705422e-7,0.9977997,1.036756e-7,0.0000616625],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09004562,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288801629446902,"score_gpt":0.2121004897111395,"score_spread":0.1792124734166705,"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."}}