{"id":"W4414540996","doi":"10.1002/ecog.08100","title":"Global comparison of habitat intactness models for predicting extinction risk in terrestrial mammals","year":2025,"lang":"en","type":"article","venue":"Ecography","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Habitat; Extinction (optical mineralogy); Biodiversity; Habitat destruction; Extinction debt; Habitat conservation","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":[0.004286353,0.0007050323,0.0006321947,0.00132799,0.0002353215,0.0007299046,0.001157616,0.0005640556,0.001194933],"category_scores_gemma":[0.005375839,0.0002463578,0.001079569,0.0006580668,0.0006363143,0.0009299762,0.0010823,0.0005827122,0.0001986131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271962,"about_ca_system_score_gemma":0.0004384199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009733392,"about_ca_topic_score_gemma":0.008695919,"domain_scores_codex":[0.9993944,0.000365274,0.00002906747,0.0001422725,0.00003373002,0.00003524636],"domain_scores_gemma":[0.9956304,0.00345762,0.0003027679,0.0002506965,0.0001669865,0.0001915913],"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":[0.0002553808,0.00008024395,0.1517478,0.00004896479,0.0006232787,0.00007479316,0.00009489402,0.8329439,0.000392915,0.001077114,0.0004111643,0.01224951],"study_design_scores_gemma":[0.00002891033,0.0001332142,0.0278086,0.00001289016,0.0000846648,0.00006527251,0.00007720185,0.9692467,0.00008777832,0.002320516,0.0001192482,0.00001506424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763137,0.0005200596,0.02142737,0.0002382494,0.00001735004,0.00001649456,0.0003003027,0.0001758635,0.0009907027],"genre_scores_gemma":[0.9961506,0.00009409604,0.003246313,0.00002548498,0.000009247721,0.00001277246,0.0002615609,0.0000214811,0.0001785115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009733392,"threshold_uncertainty_score":0.02266866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733612856251953,"score_gpt":0.2946246725927116,"score_spread":0.2672885440301921,"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."}}