{"id":"W6926560447","doi":"10.25394/pgs.26357659","title":"Conservation Genetic Analysis of Spotted Turtles (<i>Clemmys </i><i>guttata</i>) Across the Western Portion of Their Range","year":2024,"lang":"en","type":"dissertation","venue":"Purdue","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Inbreeding; Genetic diversity; Population; Microsatellite; Genetic variation; Mantel test; Turtle (robot); Habitat","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":[],"consensus_categories":[],"category_scores_codex":[0.0002782895,0.0002263115,0.0004957426,0.0002523095,0.00005278503,0.0002050445,0.0009279422,0.0001568289,0.000010328],"category_scores_gemma":[0.00002863635,0.0001645768,0.0002998424,0.00121855,0.00006738558,0.0004166136,0.0001252331,0.0001551507,0.00002102821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002278255,"about_ca_system_score_gemma":0.0001270297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005320688,"about_ca_topic_score_gemma":0.002496495,"domain_scores_codex":[0.998377,0.00004623396,0.0006782784,0.0004338612,0.0002593184,0.0002052843],"domain_scores_gemma":[0.9981926,0.0001303333,0.0005823819,0.0008446836,0.0002039731,0.00004600711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004761787,0.0009906286,0.1740684,0.005485756,0.01388007,0.0001041309,0.08581217,0.002255778,0.009391302,0.01705196,0.01517503,0.6753086],"study_design_scores_gemma":[0.0003551719,0.00008345347,0.9589856,0.0002850943,0.001122113,0.000007692382,0.0009745038,0.02006211,0.006081447,0.002455974,0.009091664,0.0004952073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894453,0.001854493,0.005219497,0.0003533587,0.0005901767,0.0003256341,0.0007649275,0.00006734397,0.001379267],"genre_scores_gemma":[0.995784,0.0001543426,0.0003234776,0.0002158093,0.00004789765,0.00004096888,0.002405827,0.00001942642,0.001008206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7849172,"threshold_uncertainty_score":0.6711248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003927404455362,"score_gpt":0.2699528373661157,"score_spread":0.2499135633215621,"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."}}