{"id":"W2899623392","doi":"10.29242/spec.361","title":"SPEC Kit 361: Outreach and Engagement","year":2018,"lang":"en","type":"book","venue":"SPEC Kit - Association of Research Libraries. Systems and Procedures Exchange Center/Kit - Association of Research Libraries. Systems and Procedures Exchange Center","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Albany; Connaught Fund; University of Toronto; University of Alberta; University of Waterloo; University of Oregon; Temple University; McGill University; University of Hawai'i; University of Notre Dame; Johns Hopkins University; University of Kansas; Boston College; Washington University in St. Louis; State University of New York; Case Western Reserve University; University of Minnesota; Oklahoma State University; University of Miami; Northwestern University; Smithsonian Institution; Brown University; University of Wisconsin-Madison; Ohio State University; Indiana University Bloomington; Georgia Institute of Technology; Iowa State University; North Carolina State University; Purdue University; Emory University; University of California, Irvine; Georgetown University; U.S. National Library of Medicine; Stony Brook University; Syracuse University","keywords":"Outreach; Structuring; Snapshot (computer storage); Public relations; Business; Knowledge management; Medical education; Political science; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001704215,0.0007111863,0.0003301537,0.001395392,0.004832495,0.007241489,0.001832716,0.002552323,0.1095134],"category_scores_gemma":[0.002736629,0.0004362756,0.0004835899,0.00205404,0.002282639,0.006633423,0.007641628,0.002601761,0.05161678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148493,"about_ca_system_score_gemma":0.004725987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006042803,"about_ca_topic_score_gemma":0.01595717,"domain_scores_codex":[0.9976873,0.0008381726,0.00009008059,0.0001800033,0.0008970172,0.0003074465],"domain_scores_gemma":[0.9980478,0.0004775373,0.00008471718,0.0002219568,0.0005101752,0.0006577385],"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":[0.000019216,0.00007338729,0.0003695633,0.0002953345,0.000001473301,0.0001808488,0.006871168,0.00008951685,0.000344221,0.03380367,0.7828296,0.175122],"study_design_scores_gemma":[0.000001751098,0.00002429204,0.0005284206,0.0001192851,4.322021e-7,0.000187884,0.002165317,0.00002308584,0.0001187784,0.00204846,0.9947767,0.000005656324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002798961,0.001555564,0.002567593,0.005861971,0.0008329657,0.0002108459,0.0003436975,0.0007210625,0.9851074],"genre_scores_gemma":[0.02708051,0.002561212,0.004749557,0.003531293,0.0002338477,0.0003475148,0.0008962179,0.0004602961,0.9601396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1095134,"threshold_uncertainty_score":0.3663588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704032509848497,"score_gpt":0.3509996975133285,"score_spread":0.2805964465284788,"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."}}