{"id":"W4302497442","doi":"","title":"Taxonomic review of the Neotropical <i>Tetragonoderus</i> quadriguttatus assemblage (Coleoptera: Carabidae: Cyclosomini) with description of <i>T. deuvei, </i> new species, and new West Indian and Nearctic locality records","year":2008,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Universidad Nacional de Colombia; University of Alberta","keywords":"Nearctic ecozone; Assemblage (archaeology); Geography; Locality; Ecology; Taxonomy (biology); Biology; Zoology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003750366,0.0004945104,0.00084717,0.00005372394,0.0004672599,0.0001159013,0.000492589,0.0003133437,0.0003317835],"category_scores_gemma":[0.000250408,0.0002449732,0.0002512358,0.0007184959,0.000664034,0.0004589673,0.0002225749,0.0003550763,0.00001373077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150754,"about_ca_system_score_gemma":0.000320527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956291,"about_ca_topic_score_gemma":0.08821881,"domain_scores_codex":[0.9968343,0.0003856053,0.0009243903,0.0007570721,0.0004794037,0.0006192241],"domain_scores_gemma":[0.9980602,0.0003061634,0.0006077628,0.0003789627,0.0001739292,0.0004729579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009393435,0.000751887,0.782973,0.001420395,0.0002196862,0.00006548967,0.0006903644,0.00001152782,0.106503,0.003016314,0.01070787,0.09270106],"study_design_scores_gemma":[0.000812178,0.0007020003,0.8983768,0.001075123,0.0001140944,0.0001577517,0.00001733666,0.00003468067,0.0004225289,0.0001401118,0.09771314,0.0004342671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840493,0.01063987,0.0000965421,0.001182036,0.0002761837,0.001075386,0.0001292396,0.00005534822,0.002496068],"genre_scores_gemma":[0.9889408,0.009512876,0.0003071621,0.0003233232,0.0003448166,0.00003742012,0.0001021413,0.000004760834,0.0004267059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154038,"threshold_uncertainty_score":0.9989718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347158740359758,"score_gpt":0.2093936211203733,"score_spread":0.1759220337167757,"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."}}