{"id":"W7130292218","doi":"","title":"New Staphylinidae (Coleoptera) records with new collection data from New Brunswick, Canada: Scaphidiinae, Piestinae, Osorinae, and Oxytelinae","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data collection; Biodiversity; Taxonomy (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007134812,0.002300483,0.001645956,0.007408454,0.002273523,0.002300874,0.003467242,0.001647526,0.03271331],"category_scores_gemma":[0.004411334,0.0009848136,0.001213402,0.01654476,0.0007534813,0.0008092564,0.001347589,0.001793363,0.03093416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008432579,"about_ca_system_score_gemma":0.02257679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8885682,"about_ca_topic_score_gemma":0.9469758,"domain_scores_codex":[0.9991228,0.0000431791,0.00006940959,0.0002098198,0.0002710024,0.0002838066],"domain_scores_gemma":[0.9961533,0.0004703078,0.0003297266,0.0004698577,0.0021058,0.0004709843],"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":[0.0001140004,0.00002001577,0.004841368,0.001154748,0.00008646677,0.00005075592,0.0001050555,0.0004064226,0.0003150457,0.0004164612,0.9885522,0.003937447],"study_design_scores_gemma":[0.0002396978,0.00001088361,0.03930471,0.0007528309,0.0001036608,0.00005955238,0.0002979951,0.0003872962,0.0005558233,0.0004440597,0.9577884,0.00005505966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002225627,0.00006855599,0.00002220466,0.00001426606,0.000009368327,0.000005471103,0.9992865,0.00006097932,0.0003101905],"genre_scores_gemma":[0.0007333555,0.00009008975,0.0001781798,0.0000236592,0.000003221128,0.00003396958,0.9981981,0.00002883627,0.000710659],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1114318,"threshold_uncertainty_score":0.224176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05032280402500276,"score_gpt":0.2984059023645436,"score_spread":0.2480830983395408,"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."}}