{"id":"W3016667037","doi":"","title":"SPEC Kit 356Diversity and Inclusion","year":2017,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Albany; Temple University; University of Waterloo; University of Oregon; University of South Carolina; Louisiana State University; University of Nebraska-Lincoln; Georgetown University; University of Louisville; Brown University; University of Wisconsin-Madison; Tulane University; Université Laval; Iowa State University; North Carolina State University; State University of New York; U.S. National Library of Medicine; Syracuse University; University of Pittsburgh; Colorado State University; Case Western Reserve University; Oklahoma State University; York University; University of Rochester; Northwestern University; University of Pennsylvania; Indiana University Bloomington; Georgia Institute of Technology; University of Illinois at Urbana-Champaign; Michigan State University; Emory University; Wayne State University; Massachusetts Institute of Technology; University of Oklahoma; Boston College; Ohio State University; University of Southern California; University of Toronto; Yale University; College of Engineering, Michigan State University; Johns Hopkins University; Florida State University","keywords":"Inclusion (mineral); Computer science; Sociology; Social science","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":["insufficient_payload"],"category_scores_codex":[0.003926184,0.0004384707,0.0005868482,0.00448766,0.005024291,0.007941461,0.001666892,0.001638104,0.3681594],"category_scores_gemma":[0.01887751,0.0004042932,0.0005781053,0.004078955,0.00139918,0.006668672,0.01850322,0.00121115,0.1490639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761349,"about_ca_system_score_gemma":0.005893423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003668537,"about_ca_topic_score_gemma":0.009191032,"domain_scores_codex":[0.9923604,0.001772374,0.0006734154,0.0004303527,0.003535843,0.00122752],"domain_scores_gemma":[0.9886888,0.001836672,0.0007897656,0.001398885,0.003877982,0.003407916],"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":[0.00006279795,0.0001256642,0.009655763,0.0005951907,0.000008787167,0.0002632703,0.004074007,0.00005198011,0.0003929274,0.01669729,0.6545073,0.3135649],"study_design_scores_gemma":[0.000004457465,0.00003604662,0.006603986,0.0002763673,0.000003064047,0.0002222197,0.002704404,0.00002761485,0.0001324537,0.001918554,0.9880605,0.00001036358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01316958,0.001031362,0.001506778,0.005812112,0.001167806,0.0004438045,0.004359658,0.0008190523,0.9716898],"genre_scores_gemma":[0.07139952,0.002217364,0.00607823,0.004710736,0.001046559,0.001394838,0.01215437,0.000723295,0.9002751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6318406,"threshold_uncertainty_score":0.901244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912860440372189,"score_gpt":0.2671387347910523,"score_spread":0.2380101303873304,"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."}}