{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002397613,0.0002128159,0.0003008374,0.0000926763,0.0001036283,0.00001787659,0.000349573,0.0002036145,0.0006987066],"category_scores_gemma":[0.0001494007,0.0002034932,0.00004520249,0.0002625644,0.0002116332,0.0001741776,0.0009625001,0.0003149906,0.00005828182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088461,"about_ca_system_score_gemma":0.00006978134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267119,"about_ca_topic_score_gemma":0.05149561,"domain_scores_codex":[0.9984609,0.0001226655,0.0002943105,0.0005919094,0.0003758028,0.0001543388],"domain_scores_gemma":[0.9991537,0.00003283629,0.000424131,0.0002648055,0.00007250769,0.00005199178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001165419,0.0001049254,0.9936881,0.00002650975,0.00006849125,0.000007990915,0.001842265,0.0005788023,0.002684806,0.0001679203,0.0006203098,0.00009334173],"study_design_scores_gemma":[0.000375842,0.00003305382,0.989018,0.00004930693,0.00003189432,0.000001005483,0.0003887247,0.00008859719,0.005547056,0.0002777275,0.003981369,0.0002074693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657777,0.00001522859,0.000007655306,0.03110869,0.0003639172,0.0005177947,0.00008522638,0.00004066662,0.002083096],"genre_scores_gemma":[0.9982642,0.0003935985,0.0002261715,0.0002272905,0.00004415543,0.00002298416,0.0003297853,0.000007945261,0.0004838643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04922849,"threshold_uncertainty_score":0.9658121,"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."}}