{"id":"W3211035400","doi":"10.4018/978-1-7998-8363-0.ch002","title":"Are There Inclusive, Accessible Reference Tools for the Post-Pandemic Era?","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in library and information science (ALIS) book series","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wildlife Federation","funders":"","keywords":"Outreach; Digital literacy; Sociology; Digital divide; Literacy; Social justice; Political science; Public relations; Engineering ethics; Computer science; Pedagogy; Social science; Engineering; World Wide Web; Information and Communications Technology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003415201,0.0002307305,0.0002996028,0.0001812824,0.001657015,0.0008506118,0.0007361647,0.0002497053,0.000368899],"category_scores_gemma":[0.0007994432,0.0001776452,0.0000655902,0.000272088,0.00248282,0.5015622,0.0002496885,0.0003566217,0.000008699149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000666105,"about_ca_system_score_gemma":0.001271533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002544554,"about_ca_topic_score_gemma":0.0002074909,"domain_scores_codex":[0.9982497,0.00003998711,0.0004821602,0.0002414225,0.0005686308,0.0004181256],"domain_scores_gemma":[0.9977152,0.001093574,0.000576791,0.0002442499,0.0002306443,0.0001395513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002881544,0.000002286976,0.0008109839,0.00004873363,0.000004350123,0.000001106482,0.006828688,0.000007136784,0.000001598093,0.9860843,0.00002396107,0.006158032],"study_design_scores_gemma":[0.0001293856,0.0000377411,0.0005876136,0.0002298128,0.00001096661,0.000002311018,0.02895871,0.000003223975,0.00007783184,0.006539836,0.963174,0.0002485956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001018448,0.008563592,0.00000741458,0.004326375,0.000918031,0.0006449948,0.0002313625,0.0001154138,0.9841744],"genre_scores_gemma":[0.01524665,0.9571055,0.0002913071,0.006754301,0.0005642106,0.0001260001,0.0001061964,0.00002795899,0.01977793],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9795445,"threshold_uncertainty_score":0.9996427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236243160615096,"score_gpt":0.3235959261634414,"score_spread":0.2912334945572904,"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."}}