{"id":"W3048238152","doi":"10.2172/1645080","title":"Technology Transfer Excellence Award NTXBio","year":2020,"lang":"en","type":"report","venue":"","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; U.S. Department of Energy","keywords":"Excellence; Tuberculosis; Quarter (Canadian coin); National laboratory; Government (linguistics); Population; Mycobacterium tuberculosis; Developing country; Biotechnology; Medicine; Engineering; Political science; Biology; Environmental health; Geography; Engineering physics; Ecology","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001323443,0.000339331,0.0008289845,0.0004144832,0.00006361172,0.000004523737,0.0002428261,0.02373639,0.001406212],"category_scores_gemma":[0.0001500306,0.0002499657,0.0002501814,0.0005592997,0.0003887435,0.00001535626,0.00007974669,0.01012368,0.0006999694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008978812,"about_ca_system_score_gemma":0.001003768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003785884,"about_ca_topic_score_gemma":0.000009849487,"domain_scores_codex":[0.9982053,0.00001064477,0.0004324897,0.0006099965,0.0003960231,0.000345517],"domain_scores_gemma":[0.9990036,0.00002030193,0.00004861395,0.0005924329,0.000208969,0.0001261087],"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":[0.0003103862,0.0004944858,0.002769442,0.002851049,0.002915219,0.004843893,0.000139995,5.386957e-7,0.01124513,0.01599698,0.846954,0.1114789],"study_design_scores_gemma":[0.0004844991,0.0004052615,0.00009208649,0.0003827182,0.0004950951,0.001866686,0.00007105173,0.000006704294,0.01546706,0.0002642561,0.9801786,0.000286012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004273205,0.007249512,0.003138337,0.325607,0.001642152,0.000608099,0.00001196509,0.001678866,0.6596368],"genre_scores_gemma":[0.3751838,0.1948455,0.002947072,0.005831165,0.001402693,0.000122709,0.0002764332,0.0002565749,0.4191341],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3747565,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607167023433836,"score_gpt":0.2827686302343232,"score_spread":0.2566969599999848,"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."}}