{"id":"W7068858082","doi":"","title":"Toledo, 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":"Eagle; Orange (colour); Globe; Natural (archaeology)","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":[0.0001102905,0.0004701072,0.0003559228,0.0001756968,0.0001119582,0.0002152478,0.0003767161,0.0007161876,0.001236438],"category_scores_gemma":[0.00001614481,0.0004390435,0.0001376689,0.0001584403,0.00007822111,0.0002175533,0.0002985296,0.000413989,0.0001627876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004785333,"about_ca_system_score_gemma":0.00006211355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.720326e-8,"about_ca_topic_score_gemma":0.000001372697,"domain_scores_codex":[0.9983936,0.00007849105,0.0005996273,0.0002515842,0.0001932765,0.0004834331],"domain_scores_gemma":[0.9987206,0.0000113179,0.0005171693,0.0005416379,0.00001629504,0.0001930136],"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":[0.00005923678,0.00002360329,0.0001861585,0.0001704247,0.00008105641,0.000001162855,0.00003766387,0.0001772666,0.000004419935,0.05384215,0.9312174,0.01419946],"study_design_scores_gemma":[0.0006704843,0.000164861,0.0004268658,0.0002510066,0.00002119929,0.00003171795,0.000002403463,0.000864997,0.00004108918,0.00006813302,0.9969693,0.0004879835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000245566,0.001142802,0.001327151,0.0003030916,0.0005526607,0.0003916644,0.0001372968,0.0002229839,0.9958978],"genre_scores_gemma":[0.00832637,0.02813003,0.02132018,0.03964284,0.01009552,0.0000838049,0.03951662,0.0008346512,0.8520499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1438478,"threshold_uncertainty_score":0.9998061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004684022224796671,"score_gpt":0.2042796595105844,"score_spread":0.1995956372857877,"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."}}