{"id":"W2171125739","doi":"10.1890/13-2362.1","title":"An empirical investigation of why species–area relationships overestimate species losses","year":2014,"lang":"en","type":"article","venue":"Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ministry of Natural Resources","keywords":"Species richness; Ecology; Habitat; Natural (archaeology); Land cover; Geography; Quadrat; Land use; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003756851,0.00008985423,0.0001625867,0.00004470709,0.0002359726,0.000007270821,0.000134868,0.0001143256,0.002100848],"category_scores_gemma":[0.000419725,0.0000848502,0.00002760865,0.0001418318,0.0007031296,0.0001720544,0.00007858748,0.0001317661,0.000256126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006883404,"about_ca_system_score_gemma":0.00001040288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001620787,"about_ca_topic_score_gemma":0.003611577,"domain_scores_codex":[0.9990504,0.0002518005,0.0002265834,0.0002093297,0.00009214248,0.0001696888],"domain_scores_gemma":[0.9991214,0.0005010356,0.0001266772,0.0001750205,0.00001788177,0.00005795947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006748165,0.00003606056,0.9832426,0.00000413826,0.000007628458,7.631768e-7,0.0005183683,0.003767187,0.001207286,0.006534746,0.004654957,0.00001957242],"study_design_scores_gemma":[0.0001493937,0.0001651002,0.9651795,0.000001992836,0.00001202634,0.000003084974,0.00008704753,0.008629587,0.0002816448,0.02350475,0.001902102,0.00008377201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710404,0.000005022359,0.002700123,0.001464057,0.0001655773,0.00008928025,0.000004654387,0.00003311164,0.02449781],"genre_scores_gemma":[0.9959363,0.000008137677,0.002563539,0.0006317631,0.00003172173,0.00001135187,0.00002240541,0.000006157997,0.0007885728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02489598,"threshold_uncertainty_score":0.9988114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176927929708817,"score_gpt":0.2692408554860501,"score_spread":0.2274715761889619,"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."}}