{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005181205,0.001257942,0.0007642396,0.001810868,0.002091395,0.006231743,0.001906005,0.006581533,0.4092954],"category_scores_gemma":[0.009303001,0.0005649811,0.0006711499,0.001612524,0.0004859081,0.002738744,0.003343317,0.003369177,0.4042089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689158,"about_ca_system_score_gemma":0.01563394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321415,"about_ca_topic_score_gemma":0.02014717,"domain_scores_codex":[0.9970149,0.0002513753,0.000125898,0.0002302268,0.001602813,0.0007747756],"domain_scores_gemma":[0.9923074,0.0004981768,0.0002424123,0.0003663573,0.003366303,0.003219234],"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":[0.00002754115,0.0000305454,0.00008874603,0.0000400399,0.000001088761,0.00001392904,0.000005945325,0.000008869446,0.00007445819,0.0006507723,0.9804938,0.01856425],"study_design_scores_gemma":[0.00001933913,0.00001872308,0.000713894,0.00003445551,0.000001082368,0.000009987368,0.0000198896,0.00002335248,0.00004533595,0.0002119079,0.9988984,0.00000371891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001044747,0.003322157,0.001689276,0.05131131,0.0385797,0.001730032,0.04675937,0.003370033,0.8521934],"genre_scores_gemma":[0.00196296,0.001371007,0.001070735,0.01121261,0.002771167,0.001073565,0.01347238,0.0004342125,0.9666313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4092954,"threshold_uncertainty_score":0.8425685,"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."}}