{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001617133,0.0007893513,0.0003621557,0.00169687,0.001316163,0.0005795797,0.0004195443,0.0003492447,0.002896348],"category_scores_gemma":[0.0002446861,0.0002419466,0.0001141753,0.0007022454,0.000553798,0.0007043355,0.0009754253,0.0004748765,0.0006452934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034758,"about_ca_system_score_gemma":0.0002854518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005080403,"about_ca_topic_score_gemma":0.01690135,"domain_scores_codex":[0.9999136,0.000009337205,0.0000134177,0.00002061707,0.00002008642,0.00002283338],"domain_scores_gemma":[0.9998811,0.00002169932,0.00005189847,0.000009531431,0.00001093117,0.00002474837],"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":[0.0006097147,0.0003119757,0.1630222,0.001584061,0.00008831736,0.01393067,0.0106969,0.0004784572,0.05734086,0.002098135,0.004259198,0.7455795],"study_design_scores_gemma":[0.00005993185,0.001033699,0.8393609,0.0008199947,0.0001379332,0.02460327,0.006280514,0.000223701,0.002510244,0.0009053916,0.1240027,0.00006174802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515322,0.01719484,0.00131435,0.0003537004,0.0001615221,0.0003515002,0.0007329737,0.0001601218,0.02819873],"genre_scores_gemma":[0.971423,0.01479873,0.00374011,0.000255512,0.0001025477,0.0002306851,0.001330387,0.00001213191,0.008106799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005080403,"threshold_uncertainty_score":0.01010168,"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."}}