{"id":"W6968007637","doi":"10.5281/zenodo.14040847","title":"Synchita Hellwig 1792","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Saskatchewan Museum; University of Regina","funders":"","keywords":"Genus; Type (biology); Component (thermodynamics); Period (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007834296,0.000760004,0.0002848464,0.001771427,0.001270823,0.0003983462,0.0005330876,0.0004642221,0.02210985],"category_scores_gemma":[0.0002749911,0.0002277196,0.0001239104,0.0008477535,0.0006433324,0.001262198,0.001119511,0.0004363413,0.006376113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004769744,"about_ca_system_score_gemma":0.0003312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003875424,"about_ca_topic_score_gemma":0.007013446,"domain_scores_codex":[0.9998773,0.00001249842,0.00001321137,0.00003942509,0.0000359263,0.0000216233],"domain_scores_gemma":[0.9999157,0.00001603945,0.00003149385,0.000009161955,0.0000168531,0.00001083937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003641157,0.0001414009,0.03236037,0.0006762583,0.00008455822,0.00201706,0.003795624,0.0009043581,0.0488331,0.01204634,0.04702077,0.851756],"study_design_scores_gemma":[0.00006902128,0.0002125817,0.2108558,0.0005215088,0.0001737357,0.007459223,0.002459188,0.0004543409,0.007600075,0.002619513,0.767527,0.00004811262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3570105,0.01277145,0.007972612,0.0005584665,0.001180128,0.0008461747,0.004213503,0.001411998,0.6140351],"genre_scores_gemma":[0.9203798,0.006119315,0.004031158,0.0005006241,0.000361549,0.0002295385,0.003410051,0.0000884167,0.06487969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02210985,"threshold_uncertainty_score":0.07396477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326385345584411,"score_gpt":0.2186033403108769,"score_spread":0.1853394868550328,"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."}}