{"id":"W31534027","doi":"10.1212/wnl.0000000000008313","title":"The Org Shuffle: OCLC reorganizes","year":2007,"lang":"en","type":"article","venue":"Smart Libraries Newsletter","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Computer 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":[],"category_scores_codex":[0.003003528,0.0009850013,0.0006009999,0.00605766,0.001828925,0.006382811,0.001903131,0.001326413,0.3097193],"category_scores_gemma":[0.01774532,0.0006364402,0.000766207,0.005167072,0.0008749657,0.004504529,0.004297749,0.001471421,0.2629996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185584,"about_ca_system_score_gemma":0.003828412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012698,"about_ca_topic_score_gemma":0.01484119,"domain_scores_codex":[0.9976732,0.0003226972,0.0001825924,0.0002221886,0.00118617,0.0004131061],"domain_scores_gemma":[0.9814664,0.003011314,0.001033149,0.00768874,0.004441574,0.002358862],"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":[0.0001702072,0.00008873754,0.001035295,0.0001162208,0.000007874432,0.0001369213,0.00007485189,0.0001758316,0.0006586998,0.001515098,0.836452,0.1595682],"study_design_scores_gemma":[0.0000925716,0.00006037264,0.00178026,0.00007530212,0.000009642439,0.0001806128,0.0001145103,0.001006873,0.00258091,0.001275374,0.9927754,0.00004803239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01579749,0.0009208324,0.02931435,0.009943714,0.00487974,0.001631612,0.03654645,0.303256,0.5977098],"genre_scores_gemma":[0.07390719,0.001220634,0.04686806,0.008562536,0.003185386,0.000641072,0.06810123,0.09904239,0.6984715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3097193,"threshold_uncertainty_score":0.9846017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210230186081297,"score_gpt":0.2079131576598555,"score_spread":0.1958108557990425,"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."}}