{"id":"W3043804495","doi":"10.1007/s12080-020-00473-8","title":"Persistence and extinction dynamics driven by the rate of environmental change in a predator–prey metacommunity","year":2020,"lang":"en","type":"article","venue":"Theoretical Ecology","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metacommunity; Extinction (optical mineralogy); Extinction debt; Biological dispersal; Persistence (discontinuity); Allee effect; Ecology; Environmental change; Alternative stable state; Climate change; Predator; Regime shift; Spatial heterogeneity; Environmental science; Predation; Habitat; Biology; Habitat destruction; Ecosystem; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003359711,0.00008764931,0.0001579489,0.000009213675,0.00007292649,0.000006276398,0.0002615552,0.00007411329,0.001135854],"category_scores_gemma":[0.00005755572,0.00006191203,0.00002804953,0.00008387273,0.001315293,0.00006463313,0.0003782868,0.0001750516,0.00002857142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008188887,"about_ca_system_score_gemma":0.000002911044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000485711,"about_ca_topic_score_gemma":0.000650496,"domain_scores_codex":[0.9990497,0.0003368685,0.0001726482,0.0001913159,0.00007412126,0.0001753653],"domain_scores_gemma":[0.9995022,0.0002042101,0.00006353667,0.0001525429,0.00000141946,0.00007605435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001936917,0.0003572122,0.9239343,0.00004570925,0.00002984379,0.00001052242,0.006048047,0.0004246068,0.01931999,0.04465789,0.00003596778,0.004942256],"study_design_scores_gemma":[0.0003627102,0.0003727238,0.403749,0.000006010757,0.00002464077,0.00001202355,0.001027609,0.5905051,0.0002077789,0.003557655,0.00004190273,0.0001328001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960263,0.0000418798,0.0001264513,0.001849382,0.00002843343,0.0002554487,0.00003665624,0.000006903157,0.001628564],"genre_scores_gemma":[0.9992878,0.0001079397,0.00005783088,0.0004967628,0.000006265118,0.00002113552,0.000006721933,0.000005958842,0.000009613975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5900806,"threshold_uncertainty_score":0.9997773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008761115195894164,"score_gpt":0.2020106002341753,"score_spread":0.1932494850382812,"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."}}