{"id":"W2780629167","doi":"10.4081/bollettinosei.2017.99","title":"Hiletus walterrossii new species from Sierra Leone, Africa (Coleoptera Carabidae, Hiletini)","year":2017,"lang":"en","type":"article","venue":"Bollettino della Società Entomologica Italiana","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Sierra leone; Sensu; Stork; Geography; Key (lock); Identification key; Species group; Ecology; Identification (biology); Biology; Zoology; Taxonomy (biology); Ethnology; Genus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003012494,0.000516527,0.0005782865,0.00001691494,0.001864521,0.0010073,0.001401143,0.0004364606,0.005198756],"category_scores_gemma":[0.0002579431,0.0002514985,0.0005847515,0.0001937687,0.0003982479,0.0003404568,0.0004657194,0.0003469069,0.0005375593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471912,"about_ca_system_score_gemma":0.00005020704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783125,"about_ca_topic_score_gemma":0.0009557073,"domain_scores_codex":[0.9968418,0.0001383071,0.0005638116,0.0009890052,0.0005177225,0.0009493153],"domain_scores_gemma":[0.998088,0.0002505844,0.0005632368,0.0005009684,0.0001292136,0.0004679839],"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":[0.0003519526,0.0008270426,0.241162,0.00002116892,0.0002495069,0.0003547992,0.001117646,0.00001970954,0.02327072,0.002184653,0.547596,0.1828449],"study_design_scores_gemma":[0.0005956526,0.0002503633,0.5000013,0.00003569209,0.00005475876,0.000009896323,0.0005360855,0.00004275029,0.001762469,0.001702384,0.4943514,0.0006572503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072762,0.0008514597,0.00006840263,0.008939794,0.0006173783,0.0005039559,0.0005156164,0.0002371544,0.08099004],"genre_scores_gemma":[0.9860482,0.0001123817,0.0004190905,0.0007183757,0.001526281,0.00005428802,0.0003992454,0.000002352891,0.01071977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2588393,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775414439855726,"score_gpt":0.2370966262745908,"score_spread":0.1893424818760335,"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."}}