{"id":"W7068783534","doi":"","title":"Cleveland, 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":"George (robot); Quarter (Canadian coin); Period (music); Settlement (finance)","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":[0.0001133911,0.0004490532,0.0003373468,0.0001694673,0.0001114986,0.0002011197,0.0003520248,0.0007077408,0.001113139],"category_scores_gemma":[0.00001534652,0.0004126103,0.0001271791,0.000147809,0.00007316362,0.0002040048,0.000276654,0.0004091667,0.0001645968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004423773,"about_ca_system_score_gemma":0.00005916382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.484173e-8,"about_ca_topic_score_gemma":0.000001519692,"domain_scores_codex":[0.9984555,0.00007666502,0.0005762349,0.0002406953,0.0001857248,0.0004652189],"domain_scores_gemma":[0.9987926,0.00001166305,0.0004970275,0.0004977148,0.0000152295,0.0001857463],"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":[0.00006942955,0.00002180224,0.0002481559,0.0001585497,0.00008401035,0.000001124783,0.0000387786,0.0001167778,0.000003215334,0.04714993,0.9361244,0.0159838],"study_design_scores_gemma":[0.0007533982,0.0001558313,0.0005636814,0.0002298826,0.00001995756,0.00003311957,0.000002301346,0.0006229794,0.00003368245,0.00007956524,0.9970331,0.0004725574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002478895,0.0009740273,0.001793396,0.0002882317,0.000514225,0.0003705338,0.000172709,0.0001959428,0.9956661],"genre_scores_gemma":[0.00745564,0.02934545,0.02398982,0.03453078,0.009116364,0.00007102708,0.04103842,0.0007574424,0.853695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1419711,"threshold_uncertainty_score":0.9998326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004963350062164315,"score_gpt":0.2037400633495664,"score_spread":0.1987767132874021,"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."}}