{"id":"W4308045416","doi":"10.1038/s41559-022-01915-8","title":"Humid tropical vertebrates are at lower risk of extinction and population decline in forests with higher structural integrity","year":2022,"lang":"en","type":"article","venue":"Nature Ecology & Evolution","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"National Aeronautics and Space Administration","keywords":"Extinction (optical mineralogy); Ecology; Tropical forest; Population decline; Population; Geography; Agroforestry; Biology; Paleontology; Demography; Habitat","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":[0.0001758124,0.0001220473,0.0001966734,0.00064588,0.0007164443,0.000729834,0.0001656086,0.0001802475,0.005790194],"category_scores_gemma":[0.000614356,0.0001084134,0.0001180419,0.0005086205,0.0004211539,0.0003990716,0.0003762941,0.0002258755,0.000384727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693384,"about_ca_system_score_gemma":0.0001964754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00549346,"about_ca_topic_score_gemma":0.01360456,"domain_scores_codex":[0.9998935,0.00001886489,0.000007352862,0.00002161435,0.00001786186,0.0000407458],"domain_scores_gemma":[0.9993319,0.00005660485,0.0003732184,0.0000306542,0.00004965972,0.0001578564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001836965,0.00005633877,0.9828377,0.00004485867,0.00008818209,0.0001442033,0.0007688765,0.0001762481,0.00823879,0.000226015,0.00009953888,0.007135643],"study_design_scores_gemma":[0.000002059541,0.00003270937,0.9987825,0.000004085902,0.00001171844,0.0001190841,0.0005554898,0.00005078176,0.0001420902,0.0000861372,0.0002116575,0.000001792091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989222,0.00007529063,0.00005675295,0.00001367836,0.000001228459,0.000002716965,0.00004757056,0.000001861229,0.0008787115],"genre_scores_gemma":[0.9994776,0.00006820056,0.00006029853,0.00001422741,0.000003963095,0.000001967745,0.00006087877,0.00000155167,0.000311457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005790194,"threshold_uncertainty_score":0.01937014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003456318286219884,"score_gpt":0.2208679824382328,"score_spread":0.2174116641520129,"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."}}