{"id":"W7023626459","doi":"","title":"Office of Research, Economic Engagement and Outreach Update, March 13, 2024","year":2021,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; Queen's University; Dartmouth College; U.S. Department of Agriculture; U.S. Department of Energy; Office of Experimental Program to Stimulate Competitive Research; National Science Foundation","keywords":"Outreach; Measure (data warehouse); Sample (material); Instrumentation (computer programming); Flow (mathematics); Center (category theory)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004430174,0.0002534702,0.000476983,0.0001890261,0.0004622129,0.00003073638,0.000651464,0.0003461641,0.0002044673],"category_scores_gemma":[0.0000407501,0.0003651609,0.0002757189,0.0002306976,0.0005633121,0.0000840648,0.000922638,0.0004129805,0.00002038775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647716,"about_ca_system_score_gemma":0.0007409352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001916782,"about_ca_topic_score_gemma":0.002096369,"domain_scores_codex":[0.9979033,0.0003360573,0.0002733047,0.0007558702,0.0003664669,0.0003649569],"domain_scores_gemma":[0.9982153,0.00008031505,0.0002819098,0.000773525,0.0003001916,0.0003488213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002245242,0.0003782908,0.05471219,0.0004595655,0.000662168,0.0003143024,0.004146643,0.000150748,0.8987445,0.0001312264,0.03437037,0.003684705],"study_design_scores_gemma":[0.009229547,0.001322432,0.1614254,0.0006437482,0.0005067496,0.0002419507,0.02435463,0.0001961516,0.2110487,0.0001589939,0.5895939,0.001277731],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927524,0.001155041,0.0003771517,0.0004161415,0.0002319865,0.000226821,0.00006222782,0.00001824366,0.004759972],"genre_scores_gemma":[0.9518552,0.001254576,0.003786897,0.00003570717,0.0001044232,5.049808e-8,0.0001437505,0.00002750618,0.04279186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6876959,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537525356459224,"score_gpt":0.2429021291161687,"score_spread":0.2075268755515765,"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."}}