{"id":"W3007715980","doi":"10.20944/preprints202002.0375.v1","title":"Recent Saiga Population Crash in China Highlights How Conservation of Migratory Species Can Only Succeed with International Collaboration","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"China; Geography; Population; Range (aeronautics); Steppe; Ecology; Biology; Demography; Engineering; Archaeology","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":[0.0007255137,0.0003076574,0.0002046382,0.0006484279,0.001926742,0.001005289,0.0004655074,0.0006001679,0.005312785],"category_scores_gemma":[0.0007728968,0.0001024219,0.0003086878,0.0006213309,0.0009535913,0.001179598,0.001174617,0.001055764,0.0004299681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088294,"about_ca_system_score_gemma":0.002005905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03005734,"about_ca_topic_score_gemma":0.06267001,"domain_scores_codex":[0.999756,0.00002552935,0.00001334204,0.000046079,0.00005937411,0.00009959778],"domain_scores_gemma":[0.9992775,0.00007049042,0.00008449062,0.0000734283,0.0002668409,0.000227254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002810498,0.0001125642,0.5321487,0.001179146,0.000266308,0.005020219,0.008966296,0.003475644,0.01992643,0.03286577,0.09889199,0.2968658],"study_design_scores_gemma":[0.00001815441,0.0001916867,0.6837108,0.0001919915,0.0001333586,0.001286151,0.009906971,0.002795718,0.002434015,0.008370487,0.2908778,0.00008287089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081393,0.01098185,0.005989778,0.02820655,0.002050373,0.00006988457,0.001650251,0.0005015663,0.04241044],"genre_scores_gemma":[0.9841025,0.003558551,0.001527183,0.00195347,0.0002646104,0.00003129737,0.0009813376,0.00003847135,0.007542483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03005734,"threshold_uncertainty_score":0.0597648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05618147983596653,"score_gpt":0.2646619346189567,"score_spread":0.2084804547829902,"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."}}