{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000367427,0.001182312,0.0005210633,0.001966134,0.003321077,0.004560473,0.0006615678,0.0009735326,0.4325776],"category_scores_gemma":[0.001603399,0.000432183,0.0002393411,0.003839798,0.0005435888,0.003106574,0.001195121,0.001228269,0.3686564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442022,"about_ca_system_score_gemma":0.004278653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1096848,"about_ca_topic_score_gemma":0.3684465,"domain_scores_codex":[0.9997798,0.00002292652,0.00001780252,0.00003964927,0.0001060924,0.00003383838],"domain_scores_gemma":[0.9994029,0.0000683477,0.00006127267,0.00007090611,0.0002652153,0.0001314745],"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":[0.00002131288,0.00001237475,0.0001460388,0.00006894083,9.238225e-7,0.00002003379,0.00005672508,0.00002746252,0.000080834,0.0007336984,0.9512647,0.04756693],"study_design_scores_gemma":[0.000001317475,0.000002455797,0.0006895473,0.00005728589,0.0000010088,0.00001081012,0.000087099,0.00001059011,0.00003894751,0.0001653306,0.9989324,0.000003164323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001623418,0.01563525,0.0006832924,0.006071724,0.003227068,0.00008099581,0.02277361,0.001191378,0.9487134],"genre_scores_gemma":[0.001757005,0.006554788,0.000454551,0.0004774614,0.0001644461,0.00004135835,0.003302417,0.0002914683,0.9869565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4325776,"threshold_uncertainty_score":0.8093591,"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."}}