{"id":"W4385982463","doi":"10.1101/2023.08.15.553233","title":"Advancing EDGE Zones: spatial priorities for the conservation of tetrapod evolutionary history","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Threatened species; Tetrapod (structure); Geography; Biodiversity; Ecology; Extinction (optical mineralogy); Endangered species; Biodiversity hotspot; Biology; Evolutionary biology; Paleontology","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":[0.002960484,0.0003317467,0.0003406125,0.003114373,0.001114061,0.002390072,0.0008890197,0.0005881612,0.004241122],"category_scores_gemma":[0.01213108,0.0002376618,0.0004039491,0.002407133,0.001277525,0.002001277,0.00290284,0.0008422502,0.0001924595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018185,"about_ca_system_score_gemma":0.001471365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01861482,"about_ca_topic_score_gemma":0.03448054,"domain_scores_codex":[0.9985449,0.0008123428,0.00006317419,0.0002401606,0.0002158073,0.0001235748],"domain_scores_gemma":[0.9953647,0.002434534,0.0008448141,0.0002646475,0.0008217614,0.000269539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004348692,0.0001237189,0.5068213,0.0009556094,0.0002481296,0.0003876478,0.007529052,0.1170427,0.01267126,0.08179913,0.004732331,0.2672543],"study_design_scores_gemma":[0.00005450319,0.0003442937,0.4576011,0.000590315,0.0001406238,0.0005039017,0.01627183,0.3751897,0.005105685,0.1213739,0.02263153,0.0001925929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7144848,0.001170497,0.2694298,0.001726172,0.00005147024,0.0002257189,0.001519245,0.0002414225,0.01115103],"genre_scores_gemma":[0.910207,0.0001114567,0.08906776,0.000050312,0.00001241594,0.00004953629,0.0002319379,0.00002092553,0.0002487166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01861482,"threshold_uncertainty_score":0.03701293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933936444581721,"score_gpt":0.2191585786483237,"score_spread":0.1998192142025065,"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."}}