{"id":"W4322490087","doi":"10.35249/rche.49.1.23.07","title":"Ensamble de coleópteros necrófilos (Coleoptera: Staphylinidae, Silphidae, Scarabaeidae y Trogidae) en dos tipos de hábitats en el Altiplano Mexicano","year":2023,"lang":"es","type":"article","venue":"REVISTA CHILENA DE ENTOMOLOGÍA","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre de Géomatique du Québec","funders":"","keywords":"Humanities; Scarabaeidae; Geography; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003646455,0.001300929,0.00149151,0.001170399,0.0007989687,0.00108444,0.001875932,0.001128885,0.001659255],"category_scores_gemma":[0.0005167291,0.001246002,0.000961707,0.002451158,0.000585271,0.0005756943,0.0002640914,0.001398998,0.002004998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117061,"about_ca_system_score_gemma":0.0009479644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004826253,"about_ca_topic_score_gemma":0.0004887128,"domain_scores_codex":[0.9901533,0.002290349,0.001438895,0.001760497,0.001025621,0.003331367],"domain_scores_gemma":[0.9944813,0.002165178,0.0006540791,0.001273292,0.0001618463,0.001264351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004771985,0.0002672897,0.9686711,0.000654638,0.0006256047,0.0007938363,0.001085128,0.0003952789,0.001367612,0.000600734,0.00545683,0.0196047],"study_design_scores_gemma":[0.001715496,0.001113915,0.9391124,0.0007538068,0.0004483398,0.000363287,0.0004037003,0.002342959,0.002516397,0.0005667107,0.04917339,0.001489542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785931,0.005870525,0.0001984522,0.001274505,0.0006821905,0.001856557,0.003181314,0.0006992812,0.00764407],"genre_scores_gemma":[0.9861411,0.007331518,0.001112194,0.00169832,0.001631058,0.0001344334,0.001162443,0.0000804843,0.0007084883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04371656,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401539579131953,"score_gpt":0.2646470050514654,"score_spread":0.2506316092601459,"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."}}