{"id":"W2606069996","doi":"10.1038/s41598-017-01070-2","title":"A general framework for predicting delayed responses of ecological communities to habitat loss","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Extinction debt; Extinction (optical mineralogy); Habitat; Ecology; Abundance (ecology); Context (archaeology); Disturbance (geology); Biodiversity; Relative abundance distribution; Geography; Immigration; Spatial ecology; Local extinction; Distribution (mathematics); Habitat destruction; Biology; Relative species abundance; Population; Demography; Biological dispersal; Sociology","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":[0.003014339,0.0007915775,0.000792933,0.001952754,0.0005014584,0.001355735,0.002372776,0.00162489,0.002916905],"category_scores_gemma":[0.006478821,0.0005688285,0.001543768,0.001154699,0.001478905,0.002070462,0.001734831,0.001405072,0.0003948885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580798,"about_ca_system_score_gemma":0.001302119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02631934,"about_ca_topic_score_gemma":0.01803163,"domain_scores_codex":[0.9992385,0.0002461979,0.00004679068,0.0002682647,0.00007398579,0.0001262175],"domain_scores_gemma":[0.9981047,0.0009568306,0.0003640144,0.0001675232,0.000209599,0.0001973604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006933862,0.0001282771,0.03955704,0.0001563435,0.0002557933,0.0002473497,0.00058151,0.8583002,0.003881841,0.07460649,0.001573146,0.02064265],"study_design_scores_gemma":[0.00001670032,0.0001195436,0.01333364,0.00002016188,0.00004216356,0.000174616,0.0001643706,0.9126467,0.0001798739,0.07222633,0.001036307,0.00003961028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1448572,0.0003596242,0.8478708,0.001227676,0.00005404716,0.0001948999,0.001327715,0.0005072854,0.003600808],"genre_scores_gemma":[0.8862624,0.0004830346,0.1079392,0.0003675059,0.00009356662,0.0003460508,0.0006302591,0.00006970231,0.003808227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02631934,"threshold_uncertainty_score":0.05233228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028704746994637,"score_gpt":0.3062104556678082,"score_spread":0.2759234081978619,"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."}}