{"id":"W1940358234","doi":"10.1111/j.1461-0248.2011.01737.x","title":"What causes latitudinal gradients in species diversity? Evolutionary processes and ecological constraints on swallowtail biodiversity","year":2012,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":313,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche","keywords":"Ecology; Ecological niche; Niche; Biology; Biodiversity; Species richness; Diversification (marketing strategy); Evolutionary ecology; Temperate climate; Habitat","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":[0.0006309902,0.0001593583,0.0002776437,0.0007934141,0.0002604465,0.0007678648,0.0002356684,0.0004686666,0.001421046],"category_scores_gemma":[0.001307306,0.0001916954,0.0002369093,0.0006583824,0.0007520868,0.0006267608,0.0005169589,0.0002201367,0.0001918982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934124,"about_ca_system_score_gemma":0.0001669314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575345,"about_ca_topic_score_gemma":0.003763286,"domain_scores_codex":[0.9997606,0.00008293191,0.00001874083,0.00007143126,0.00002106478,0.00004523112],"domain_scores_gemma":[0.9991867,0.0002878998,0.0002732829,0.00007765408,0.00006647364,0.0001080397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166484,0.00003263123,0.9481476,0.00009032957,0.0002010174,0.000336735,0.0007289279,0.001347099,0.03513465,0.001666753,0.0002147705,0.01198284],"study_design_scores_gemma":[0.000003090349,0.00001616786,0.9977849,0.000006788838,0.00001756438,0.00007883392,0.0003049284,0.0006996085,0.0002650401,0.000622956,0.0001936294,0.000006485564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998301,0.0004128374,0.000282158,0.0001186946,0.000002363585,0.000001792625,0.00005269693,0.000007800348,0.0008206173],"genre_scores_gemma":[0.9996599,0.0001260614,0.00007952716,0.00003475958,0.000005273936,0.000001758184,0.0000331914,0.000002862439,0.00005673715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001575345,"threshold_uncertainty_score":0.004753828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100926397947327,"score_gpt":0.2207025643395117,"score_spread":0.1996933003600384,"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."}}