{"id":"W2896443010","doi":"10.1038/nbt.4263","title":"Opening options for material transfer","year":2018,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; National Institute of Standards and Technology; National Institutes of Health; Consortium of International Agricultural Research Centers; Pontificia Universidad Católica de Chile; King Mongkut's University of Technology Thonburi; Universiteit Gent; John Innes Foundation; Queensland University of Technology; Woodrow Wilson International Center for Scholars; University of Technology Sydney; University College Cork; University of Tasmania; Cardiff University; Vanderbilt University; London School of Economics and Political Science; Biotechnology and Biological Sciences Research Council; World Health Organization; Wellcome Trust; California Institute of Technology; Kent State University; University of Denver; Sidra Medicine; Leona M. and Harry B. Helmsley Charitable Trust; Genome Center, University of California, Davis; University of California, Davis; U.S. Department of Energy; Simon Fraser University; King's College London; University of Crete; Yale University; Bill and Melinda Gates Foundation; Directorate for Biological Sciences; Imperial College London; Princeton University; McGill University; U.S. Department of Commerce; U.S. Department of Health and Human Services","keywords":"Technology transfer; Gene transfer; Biochemical engineering; Nanotechnology; Business; Materials science; Computer science; Knowledge management; Chemistry; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00006575346,0.00009835071,0.00008636245,0.00005478961,0.00007125764,0.00001075504,0.0001794766,0.0009331808,0.00003118337],"category_scores_gemma":[0.00004552355,0.00009513104,0.00005040543,0.000068418,0.00009562183,0.000001207907,0.00004987269,0.0001398807,0.000006517558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004652175,"about_ca_system_score_gemma":0.00001656147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000148084,"about_ca_topic_score_gemma":0.0000193444,"domain_scores_codex":[0.9994095,0.000005594804,0.00009316584,0.0002553745,0.00003421679,0.0002021639],"domain_scores_gemma":[0.9996693,0.000003602511,0.000009124924,0.0002437001,0.00004867056,0.00002563327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005092132,0.000008856604,0.00001061261,0.000006327492,0.00001974488,3.767307e-7,0.000006052421,0.000005244949,0.9910874,0.003983357,0.001772686,0.003048386],"study_design_scores_gemma":[0.0002236154,0.0002509685,0.00005758068,0.000002869308,0.000007975606,0.00001457682,0.000009580407,0.00003809578,0.7188302,0.0001053668,0.2803703,0.00008889561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7523361,0.001178383,0.2422186,0.001608126,0.001515236,0.0003895907,0.00009659907,0.0001172966,0.0005400174],"genre_scores_gemma":[0.9880334,0.00006662123,0.01056494,0.0001942721,0.0007328222,0.00003308379,0.00008211161,0.00002041687,0.0002723876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2785976,"threshold_uncertainty_score":0.7197545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004685464756688784,"score_gpt":0.2985842517570929,"score_spread":0.2938987870004041,"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."}}