{"id":"W7003667573","doi":"","title":"Richwood, Ohio","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Block (permutation group theory); Quarter (Canadian coin); Table (database)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001161357,0.000481533,0.0003566201,0.0001887142,0.000118049,0.0002154758,0.0003869938,0.0007276689,0.001107557],"category_scores_gemma":[0.00001749384,0.0004484774,0.000138226,0.0001799848,0.00007855062,0.0002239847,0.0003057697,0.0004308316,0.0001777174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004909191,"about_ca_system_score_gemma":0.00006145771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.382966e-8,"about_ca_topic_score_gemma":0.000001178203,"domain_scores_codex":[0.9983565,0.00008326351,0.000606661,0.0002574468,0.0001999976,0.0004961923],"domain_scores_gemma":[0.9986808,0.00001246779,0.0005448884,0.0005481429,0.00001678482,0.0001968946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005641096,0.00002528279,0.0001743279,0.0001704504,0.00008859176,0.000001137307,0.00003885739,0.0001664945,0.000004502587,0.04540589,0.9413496,0.01251844],"study_design_scores_gemma":[0.0006986839,0.0001685904,0.0003518214,0.0002242174,0.00002298558,0.00003163244,0.000002462983,0.000756892,0.00003821756,0.00007231055,0.9971331,0.0004990559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002167304,0.00128166,0.001335676,0.0003009874,0.0005485837,0.0003985104,0.0001454497,0.0002301528,0.9957373],"genre_scores_gemma":[0.007075208,0.03150919,0.02132143,0.03631143,0.009487378,0.00007927728,0.03790307,0.0008048782,0.8555081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1402292,"threshold_uncertainty_score":0.9998056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004430435551596969,"score_gpt":0.201799519970593,"score_spread":0.197369084418996,"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."}}