{"id":"W4413313020","doi":"10.1016/j.biocon.2025.111429","title":"The Zoo Sphere of Influence Model","year":2025,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Zoo","funders":"Chester Zoo; Department of Conservation, New Zealand; University of California","keywords":"Geography","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":[0.003824869,0.0009798944,0.0005335123,0.002751966,0.002375955,0.006804144,0.001926715,0.002219169,0.02611763],"category_scores_gemma":[0.01225397,0.0004388236,0.001341841,0.002230876,0.003552778,0.005756713,0.004121142,0.002179871,0.003412977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008943726,"about_ca_system_score_gemma":0.006887573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05671695,"about_ca_topic_score_gemma":0.04624613,"domain_scores_codex":[0.9951994,0.001985055,0.0001716719,0.0004429427,0.001612915,0.0005879974],"domain_scores_gemma":[0.9951512,0.001464506,0.000421312,0.0003182458,0.001843371,0.00080142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004574341,0.00005445526,0.002916317,0.00009847304,0.00002862615,0.0001974074,0.001218989,0.03151963,0.0001730147,0.9233959,0.02203806,0.01831342],"study_design_scores_gemma":[0.00008777271,0.000114853,0.003915299,0.0002792121,0.00006536551,0.0002801352,0.002495935,0.1496244,0.0004013402,0.3697056,0.4729185,0.0001116978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02316606,0.000695419,0.1482954,0.009604597,0.0006386942,0.0007502511,0.001297401,0.0005697646,0.8149824],"genre_scores_gemma":[0.8349525,0.001454349,0.06325502,0.001396782,0.0003576394,0.001359315,0.001522021,0.0003138553,0.09538852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05671695,"threshold_uncertainty_score":0.1127737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721013528573417,"score_gpt":0.2184674789070961,"score_spread":0.2012573436213619,"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."}}