{"id":"W4414198992","doi":"10.24124/2025/30575","title":"The role of the matrix in shaping extinction risk and conservation opportunities for terrestrial mammals","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extinction (optical mineralogy); Extinction debt; Habitat; Habitat fragmentation; Habitat destruction; Fragmentation (computing); Species richness; Habitat conservation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009973486,0.0004114327,0.0003571043,0.0008167808,0.0004947364,0.001864144,0.0004929909,0.00042343,0.002148784],"category_scores_gemma":[0.00458972,0.0002403271,0.0008144264,0.0005701111,0.001105422,0.001504482,0.001542356,0.0007558938,0.0001743253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218922,"about_ca_system_score_gemma":0.0004893566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006068309,"about_ca_topic_score_gemma":0.009928377,"domain_scores_codex":[0.9996541,0.0001270373,0.00001778991,0.0001148083,0.00004401929,0.00004240837],"domain_scores_gemma":[0.998103,0.0008423646,0.0006384231,0.0001495147,0.0001179184,0.0001486814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468837,0.00007659945,0.8521224,0.0002040242,0.0006194218,0.0003333576,0.00127724,0.07802898,0.004783566,0.01970657,0.0009221743,0.04177875],"study_design_scores_gemma":[0.00001686642,0.0002426746,0.7535915,0.0001610622,0.0003602336,0.0005878101,0.002503861,0.1798096,0.001177917,0.05793814,0.003535948,0.00007432848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790378,0.0006145061,0.01689347,0.000489941,0.00002159693,0.00001676526,0.0001972607,0.00006469007,0.002664012],"genre_scores_gemma":[0.997391,0.0002807993,0.001990354,0.00003330784,0.00001138875,0.000005483918,0.00007277886,0.000008312521,0.0002064741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006068309,"threshold_uncertainty_score":0.01206601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910609594154853,"score_gpt":0.2577383175293694,"score_spread":0.2286322215878209,"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."}}