{"id":"W3091991947","doi":"10.1007/s10709-020-00105-3","title":"Population demographic history and adaptability of the vulnerable Lolokou Sucker Frog","year":2020,"lang":"en","type":"article","venue":"Genetica","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Biology; Adaptability; Sucker; Evolutionary biology; Human genetics; Population; Sucker rod; Life history; Zoology; Ecology; Demography; Genetics; Sociology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008997276,0.00004525756,0.0000688557,0.000004036695,0.00004938945,0.000001157351,0.00008189258,0.00004440148,0.00120365],"category_scores_gemma":[0.00002576724,0.00003004623,0.00002899322,0.00005308362,0.0003331272,0.00001368654,0.00009582506,0.00007005659,0.00001899012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000258418,"about_ca_system_score_gemma":0.000004543703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818715,"about_ca_topic_score_gemma":0.0000585678,"domain_scores_codex":[0.9995,0.0001016843,0.00009293354,0.0001529184,0.00007106445,0.00008142355],"domain_scores_gemma":[0.9997684,0.00001784763,0.00003475683,0.0001292245,0.000002118137,0.00004769276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000106771,0.00001360394,0.9811404,0.000005422889,0.000003408235,1.589748e-7,0.0002391388,0.0002658956,0.01395358,0.00009276035,0.00154441,0.002730532],"study_design_scores_gemma":[0.00007289827,0.00003627185,0.9603257,0.000001039462,0.000006951588,9.16769e-7,0.00001838128,0.001019969,0.0004192546,0.0001858081,0.03786917,0.00004362733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959527,0.0003894473,0.00008953453,0.0006387788,0.00007292245,0.00008846482,0.000001672727,0.000007941963,0.0027586],"genre_scores_gemma":[0.998887,0.00002215363,0.0005774029,0.0003081913,0.00001891073,0.000001838781,9.963094e-7,0.00000305028,0.0001804809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03632475,"threshold_uncertainty_score":0.9997094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363151583554036,"score_gpt":0.1835230322429983,"score_spread":0.1698915164074579,"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."}}