{"id":"W6986126444","doi":"","title":"The Oklahoma Daily (Norman, Okla.), Vol. 95, No. 34, Ed. 1 Tuesday, October 6, 2009","year":2009,"lang":"en","type":"other","venue":"The Gateway to Oklahoma History","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Government (linguistics); Work (physics); Quarter (Canadian coin)","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":["insufficient_payload"],"category_scores_codex":[0.0008686548,0.0009456754,0.0006141209,0.0001652565,0.0004456761,0.00009925158,0.002212591,0.0008514543,0.001946839],"category_scores_gemma":[0.0005660624,0.000644112,0.0004144502,0.0001614819,0.0005426949,0.000008438363,0.0005733904,0.0009332387,0.005587667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672818,"about_ca_system_score_gemma":0.0003936041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004814782,"about_ca_topic_score_gemma":0.0007840415,"domain_scores_codex":[0.996443,0.0003084446,0.0007718163,0.0007780197,0.0006903926,0.001008337],"domain_scores_gemma":[0.9957564,0.0000751086,0.0007077231,0.002857812,0.0002817419,0.0003212365],"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":[0.0001363106,0.00006233162,0.00004461706,0.00006242451,0.0001660397,0.000009483204,0.0002127212,0.00003441172,0.001398413,0.00009250094,0.9918851,0.005895643],"study_design_scores_gemma":[0.0004799539,0.0004167657,0.0003211954,0.0001078647,0.0001082327,0.00004628909,0.00003858651,0.000099563,0.0002129459,0.00002314498,0.9972592,0.0008862425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006075195,0.04694902,0.0001821777,0.0005923589,0.005491,0.001283975,0.0001072736,0.0003292622,0.9444574],"genre_scores_gemma":[0.0003673402,0.002611811,0.00101689,0.005998676,0.00402582,0.0001110515,0.0003416637,0.000673405,0.9848533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04433721,"threshold_uncertainty_score":0.999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004718624718177563,"score_gpt":0.2129969006975556,"score_spread":0.2082782759793781,"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."}}