{"id":"W2609401505","doi":"","title":"Life and death in a corn desert oasis: reproduction, mortality, genetic diversity, and viability of Illinois' last Eastern Massasauga population","year":2016,"lang":"en","type":"dissertation","venue":"IDEALS (University of Illinois Urbana-Champaign)","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproduction; Diversity (politics); Geography; Desert (philosophy); Genetic diversity; Population; Biology; Ecology; Demography; Anthropology; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005763351,0.0003225099,0.0006291542,0.0002610438,0.0003656545,0.00001560677,0.0003267431,0.0002664411,0.0002391451],"category_scores_gemma":[0.00008570121,0.0003408058,0.0001299789,0.0002822054,0.0002142525,0.0003269627,0.0007132945,0.0001627847,0.0000144593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155437,"about_ca_system_score_gemma":0.00002451102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02188988,"about_ca_topic_score_gemma":0.01710811,"domain_scores_codex":[0.9976289,0.0001617017,0.0004345195,0.0009018483,0.0005757806,0.0002972997],"domain_scores_gemma":[0.9985553,0.0000575901,0.0005709256,0.0005240233,0.00006321725,0.000228925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001299789,0.0001135816,0.9932603,0.0003068323,0.00008636886,0.00001441146,0.002550425,0.0001242054,0.0001119069,0.00004297754,0.0002496571,0.003009325],"study_design_scores_gemma":[0.0007700445,0.0001056217,0.994535,0.0001826461,0.0001618394,0.0000018285,0.001777344,0.0002322983,0.00002409054,0.001661901,0.0002144512,0.0003329197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972944,0.0002932648,0.0002557449,0.0001934513,0.0001489013,0.0006287125,0.00007001807,0.00002877081,0.001086697],"genre_scores_gemma":[0.9968262,0.0007293077,0.0002917764,0.00003582491,0.00003906385,0.000001481299,0.0001003059,0.00001974302,0.001956275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004781765,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176852620620983,"score_gpt":0.2136085994682778,"score_spread":0.1959233374061795,"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."}}