{"id":"W2995614908","doi":"10.21829/azm.2019.3502152","title":"Variación de la diversidad de Staphylinidae, Silphidae y Trogidae (Insecta: Coleoptera) en un gradiente urbano-agrícola en una región semiárida del Estado de México, México","year":2019,"lang":"es","type":"article","venue":"ACTA ZOOLÓGICA MEXICANA (N S )","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre de Géomatique du Québec","funders":"","keywords":"Humanities; Geography; Atlantic forest; Biology; Ecology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002051552,0.000946487,0.0009904598,0.0001372044,0.0008153897,0.0007349805,0.001530589,0.001165208,0.00142482],"category_scores_gemma":[0.0005838626,0.0006130579,0.0007299248,0.001125977,0.0004271071,0.0006133386,0.0005660867,0.001207541,0.0002155171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107354,"about_ca_system_score_gemma":0.0004668117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01851777,"about_ca_topic_score_gemma":0.002167694,"domain_scores_codex":[0.9929465,0.001981212,0.0009263963,0.001429925,0.0007062628,0.002009715],"domain_scores_gemma":[0.9952177,0.00238594,0.0005509633,0.0005813275,0.0002034587,0.001060566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009769939,0.000964587,0.9355213,0.0001448268,0.0003627686,0.0001821206,0.001004172,0.00009600309,0.02387996,0.009619898,0.001963809,0.02528353],"study_design_scores_gemma":[0.001644374,0.001276859,0.9145154,0.0003188652,0.0003132126,0.0001034232,0.001342835,0.0009374555,0.005447553,0.001664236,0.07124795,0.00118785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835917,0.0007182171,0.0002435586,0.002816439,0.0003711918,0.001133338,0.0007342831,0.0002498114,0.01014149],"genre_scores_gemma":[0.9954506,0.0008744828,0.0004649615,0.001227413,0.0008808802,0.0001080919,0.0003092951,0.000012272,0.0006720261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06928414,"threshold_uncertainty_score":0.9996321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00789949344283243,"score_gpt":0.2233354328419225,"score_spread":0.2154359393990901,"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."}}