{"id":"W7135063450","doi":"10.5376/ijmec.2025.15.0011","title":"Impacts of Human Activities on Snake Biodiversity and Conservation Strategies","year":2025,"lang":"","type":"article","venue":"International Journal of Molecular Ecology and Conservation","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Threatened species; Habitat; Balance of nature; Habitat destruction; Sustainability; Biodiversity conservation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005337485,0.0001886636,0.0001008551,0.001116088,0.0006071288,0.001424862,0.0002482017,0.0003735135,0.004674165],"category_scores_gemma":[0.0007586766,0.00008308501,0.0002473953,0.0007984255,0.0009251015,0.0006964254,0.001238498,0.0002637963,0.0002444868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005874677,"about_ca_system_score_gemma":0.0006850805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003206285,"about_ca_topic_score_gemma":0.007380406,"domain_scores_codex":[0.9995167,0.0002125332,0.00002082936,0.00004289661,0.00008482381,0.0001221814],"domain_scores_gemma":[0.9995288,0.0001001618,0.0001234802,0.00002383908,0.00009018352,0.0001335625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001354094,0.000299471,0.6255532,0.0007480992,0.0002694428,0.002392801,0.005976047,0.004890628,0.002340843,0.03667556,0.007341192,0.3133774],"study_design_scores_gemma":[0.000009774515,0.0002690151,0.8594683,0.0008771049,0.000143593,0.002120207,0.02705298,0.002407801,0.0007237883,0.01922833,0.08765697,0.00004213578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8392138,0.01821299,0.003638525,0.005767743,0.0001920877,0.00006204804,0.0006247558,0.00006193949,0.132226],"genre_scores_gemma":[0.990284,0.006505499,0.0004948488,0.0002429134,0.00004879303,0.00001111432,0.0001215583,0.000004003309,0.002287238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004674165,"threshold_uncertainty_score":0.01563662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050128755309289,"score_gpt":0.2539314238189158,"score_spread":0.2434301362658229,"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."}}