{"id":"W4409560135","doi":"10.1111/een.13447","title":"No evidence of a common pattern of taxon or phylogenetic diversity across elevation for beetle (Coleoptera) families","year":2025,"lang":"en","type":"article","venue":"Ecological Entomology","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Guanacaste Dry Forest Conservation Fund; Natural Sciences and Engineering Research Council of Canada; Forest Conservation Fund","keywords":"Biology; Taxon; Phylogenetic tree; Ecology; Evolutionary biology; Diversity (politics); Zoology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006661234,0.0002761034,0.0004644554,0.002253164,0.0004862134,0.001043662,0.0003649938,0.0004015788,0.004853531],"category_scores_gemma":[0.002208149,0.0002284143,0.0005469274,0.00196108,0.0006615499,0.0006568516,0.00105865,0.0003758895,0.0006098778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001468278,"about_ca_system_score_gemma":0.0001735655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009550829,"about_ca_topic_score_gemma":0.001982507,"domain_scores_codex":[0.9990688,0.0001951416,0.0001142955,0.0002977563,0.0001819126,0.0001421427],"domain_scores_gemma":[0.99504,0.001748513,0.001525083,0.000549813,0.0007775591,0.0003590973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002371197,0.00002592958,0.9690301,0.0001922106,0.0004368154,0.0001616823,0.0009083114,0.0001412602,0.01522218,0.0002528942,0.0001561401,0.01323527],"study_design_scores_gemma":[0.000002795365,0.00006302245,0.9982692,0.00001411745,0.00005047468,0.0001625506,0.0004307273,0.0001260405,0.0004247969,0.0000958415,0.0003557393,0.000004811215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948593,0.001474215,0.0006770424,0.00005021566,0.000006650448,0.000006025169,0.000704587,0.00003023652,0.00219164],"genre_scores_gemma":[0.9991729,0.0001374501,0.0001929108,0.00001412387,0.000006174158,0.000003859179,0.000290259,0.000004591397,0.0001777919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004853531,"threshold_uncertainty_score":0.0162366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464131563220801,"score_gpt":0.2879408345663055,"score_spread":0.2432995189340975,"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."}}