{"id":"W2117237658","doi":"10.1111/j.1466-8238.2012.00780.x","title":"Stochastic and deterministic drivers of spatial and temporal turnover in breeding bird communities","year":2012,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Ecology; Spatial heterogeneity; Spatial ecology; Beta diversity; Sampling (signal processing); Null model; Productivity; Habitat; Spatial variability; Temporal scales; Econometrics; Biology; Statistics; Mathematics; Computer science; Economics","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":[0.0001456222,0.00008165418,0.0001404861,0.00005132704,0.0001291575,0.000004395349,0.00004151156,0.00008752815,0.00002661569],"category_scores_gemma":[0.00001184707,0.00007461621,0.00001601659,0.0001019343,0.001183354,0.0001114721,0.0001351245,0.00006515345,0.000002185904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000122561,"about_ca_system_score_gemma":0.000002166895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253748,"about_ca_topic_score_gemma":0.03099815,"domain_scores_codex":[0.99953,0.00004483723,0.0001182525,0.00008919959,0.00003711992,0.0001805914],"domain_scores_gemma":[0.999753,0.000099604,0.0000545541,0.00004131976,0.00000415069,0.00004739522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001903635,0.00003752821,0.9982796,0.000008277608,0.00001656433,0.000001025523,0.0006577147,0.000007939626,0.00001451623,0.0003763941,0.0000056544,0.0005757326],"study_design_scores_gemma":[0.0003426079,0.0001609421,0.9967597,0.00000556756,0.00002230488,0.00001806831,0.0006920483,0.0003908029,8.262787e-7,0.001515705,0.00001623511,0.00007517971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991487,0.0002321076,0.00005569588,0.0000474751,0.00009865606,0.00008006066,0.0000195145,0.000009088112,0.0003087123],"genre_scores_gemma":[0.9996458,0.00008774769,0.0001555638,0.0000935535,0.000006488394,0.000004906848,0.000002495919,0.000002001555,0.000001447689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02974441,"threshold_uncertainty_score":0.9866836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007766980734992726,"score_gpt":0.218864280880811,"score_spread":0.2110973001458183,"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."}}