{"id":"W4409361582","doi":"10.3390/d17040269","title":"New Insight into the Demography History, Evolution, and Phylogeography of Horseshoe Crabs with Special Emphasis on American Species","year":2025,"lang":"en","type":"article","venue":"Diversity","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Universidad Juárez Autónoma de Tabasco; Secretaría de Ciencia, Tecnología e Innovación del Distrito Federal; Rufford Foundation","keywords":"Phylogeography; Biology; Horseshoe crab; Geography; Ecology; Zoology; Fishery; Phylogenetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005035318,0.0002440121,0.000299716,0.001773469,0.0003848086,0.0007455958,0.000218042,0.0003070716,0.001233468],"category_scores_gemma":[0.001336083,0.000174792,0.0002536297,0.001927192,0.0004725298,0.0010766,0.0005512714,0.0004508636,0.00011703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026826,"about_ca_system_score_gemma":0.0002655453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241797,"about_ca_topic_score_gemma":0.01136303,"domain_scores_codex":[0.9998274,0.00005786732,0.00001237708,0.00006392038,0.00001829743,0.00002008038],"domain_scores_gemma":[0.9994411,0.0001897358,0.0001639756,0.00007904011,0.0000745341,0.00005158781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132715,0.00003457731,0.9049435,0.0002591877,0.0003165279,0.0004979971,0.003776312,0.00737644,0.02238744,0.003140142,0.0006336013,0.05652118],"study_design_scores_gemma":[0.000003803291,0.00001871425,0.9789215,0.00009944205,0.00009041031,0.0003713096,0.001341285,0.009491257,0.0004927508,0.001257895,0.007887491,0.00002410726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923491,0.002449645,0.003292032,0.0002422722,0.000006211207,0.000002506111,0.0004028726,0.0000202497,0.001235062],"genre_scores_gemma":[0.9961615,0.001041376,0.002037041,0.00006347936,0.00001639312,0.00000395148,0.0004988451,0.00001083922,0.0001666192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004241797,"threshold_uncertainty_score":0.008434236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496891233720308,"score_gpt":0.1620565101761054,"score_spread":0.1470875978389023,"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."}}