{"id":"W2911065904","doi":"10.1016/b978-0-08-102746-2.00002-9","title":"Dr. Susan Gibbons, University Librarian and Deputy Provost for Collections and Scholarly Communication, Yale University","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"George (robot); Governor; Management; Library science; Style (visual arts); Sociology; Political science; Art history; Art; Engineering; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074062,0.0005103226,0.0004929265,0.001802221,0.003342327,0.00466767,0.0006944597,0.001755721,0.2412598],"category_scores_gemma":[0.002686417,0.00047469,0.0001870898,0.001882843,0.0007625532,0.00461938,0.001355378,0.002880821,0.156015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857315,"about_ca_system_score_gemma":0.003113735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007056852,"about_ca_topic_score_gemma":0.02754699,"domain_scores_codex":[0.9994664,0.00009822373,0.00002503741,0.0001075444,0.0002560161,0.00004681143],"domain_scores_gemma":[0.9986076,0.0003139824,0.00006890486,0.00005023033,0.0005847732,0.0003745751],"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":[0.000003584038,0.00000472228,0.00005527793,0.00004111709,4.657865e-7,0.00002195468,0.0001099025,0.000009146429,0.00005222845,0.003471598,0.9725128,0.02371715],"study_design_scores_gemma":[0.00000116274,0.000002994596,0.0001117991,0.00007430255,0.000001004741,0.000142554,0.0002109955,0.00001832473,0.0000614758,0.0005715126,0.9988002,0.000003609741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009311061,0.06888124,0.001532339,0.1127189,0.01306484,0.00008246153,0.0007285573,0.0009691319,0.8010915],"genre_scores_gemma":[0.001515911,0.008262434,0.0005525581,0.004776345,0.0004344948,0.000012863,0.00008741647,0.0001179667,0.9842401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2412598,"threshold_uncertainty_score":0.8070943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419897986048683,"score_gpt":0.237068641948784,"score_spread":0.2128696620882971,"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."}}