{"id":"W2104211686","doi":"10.1126/science.1208584","title":"Disentangling the Drivers of β Diversity Along Latitudinal and Elevational Gradients","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":791,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of British Columbia","funders":"U.S. Department of Veterans Affairs","keywords":"Diversity (politics); Geography; Ecology; Environmental science; Biology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002126675,0.00003208949,0.00003540856,0.00001170713,0.0007303831,0.000002854271,0.0001912228,0.000008791113,0.0001976885],"category_scores_gemma":[0.00002246607,0.00002129725,0.00001019907,0.0001589025,0.002273712,0.0001780176,0.0006512572,0.00003280942,0.0000143879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002577133,"about_ca_system_score_gemma":0.000005134514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009634856,"about_ca_topic_score_gemma":0.0001784678,"domain_scores_codex":[0.9995481,0.000006744333,0.00004704109,0.0001224386,0.0001730445,0.0001025992],"domain_scores_gemma":[0.9998668,0.00001552201,0.0000328274,0.00005196885,0.000007338897,0.00002549249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003051692,0.00001511194,0.9969586,3.569852e-7,0.000001088863,9.635662e-7,0.001685388,0.000001944861,0.0004048252,0.0006192049,0.00001246942,0.000296995],"study_design_scores_gemma":[0.00004350854,0.00002765316,0.9984069,0.000001177071,0.00000718375,0.000001316782,0.0004175822,0.0000620342,0.0004303482,0.0005591816,0.00001568935,0.00002745154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972585,0.000007868374,0.00001651904,0.0000339572,0.00005570946,0.00003849093,0.000001228146,0.000003723509,0.002583979],"genre_scores_gemma":[0.9995974,0.000005498708,0.0003266565,0.00002816143,0.000002410584,7.738541e-7,7.315132e-8,5.359964e-7,0.0000384992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002545479,"threshold_uncertainty_score":0.8377587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929652183426299,"score_gpt":0.2408852882547465,"score_spread":0.1915887664204835,"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."}}