{"id":"W1748321901","doi":"10.22201/ib.20078706e.2005.001.350","title":"Biogeografía histórica en la era de la complejidad: expansión e integración","year":2005,"lang":"es","type":"article","venue":"Revista Mexicana de Biodiversidad","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Wageningen University and Research; University of Toronto; Natural Sciences and Engineering Research Council of Canada; Universiteit Leiden","keywords":"Vicariance; Cladogram; Biogeography; Context (archaeology); Taxon; Phylogenetic tree; Clade; Ontology; Geography; Allopatric speciation; Ecology; Biology; Evolutionary biology; Paleontology; Philosophy; Epistemology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00186875,0.0006695639,0.0007223356,0.0006262608,0.0005985784,0.0009473142,0.001178498,0.0006287349,0.003667127],"category_scores_gemma":[0.0001955821,0.0006175647,0.0006776869,0.001186589,0.001115603,0.0004031477,0.0001211213,0.0009012395,0.001154092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015401,"about_ca_system_score_gemma":0.0004896114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094241,"about_ca_topic_score_gemma":0.0002508883,"domain_scores_codex":[0.9951463,0.001609122,0.0005992623,0.0008733222,0.0005504328,0.001221548],"domain_scores_gemma":[0.9967324,0.001348688,0.0003186248,0.0006469585,0.00009833734,0.0008549734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001642459,0.0001638953,0.8288661,0.0001356122,0.000251002,0.0002108241,0.0004271345,0.00003343152,0.0001737397,0.001978679,0.02011684,0.1474786],"study_design_scores_gemma":[0.0004599277,0.0001536128,0.4103407,0.0001443474,0.0002132537,0.0001032325,0.0004292959,0.0003355202,0.0001836142,0.00003565002,0.5870637,0.0005371715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281783,0.02180883,0.0001996231,0.003197063,0.0002622046,0.0006045519,0.004374358,0.0002863461,0.04108876],"genre_scores_gemma":[0.9843885,0.007054347,0.006157152,0.001187086,0.0006483621,0.000006329054,0.0003280362,0.00001684303,0.0002133166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5669468,"threshold_uncertainty_score":0.9996276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008011743464193288,"score_gpt":0.2316863757408994,"score_spread":0.2236746322767061,"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."}}