{"id":"W2782229869","doi":"10.18438/b80663","title":"24/7 Library Operations - Will They Actually Come?","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Library science; World Wide Web; Information retrieval; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01173625,0.0007831518,0.001254169,0.002221123,0.003074463,0.009037982,0.001669695,0.008982453,0.2609305],"category_scores_gemma":[0.06513996,0.0006259388,0.001307197,0.003097592,0.002406926,0.008464072,0.004238406,0.008416125,0.1108872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00528505,"about_ca_system_score_gemma":0.01096474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009802108,"about_ca_topic_score_gemma":0.021563,"domain_scores_codex":[0.9892819,0.003195764,0.001004779,0.0005662069,0.004386806,0.001564511],"domain_scores_gemma":[0.9533382,0.01197603,0.002454912,0.002729944,0.02216295,0.007337993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003573515,0.000127108,0.001363334,0.001152326,0.00003370382,0.00008695608,0.0001139622,0.00007926356,0.0001216726,0.01185898,0.8526543,0.132051],"study_design_scores_gemma":[0.0001320646,0.0001499916,0.006274549,0.007297836,0.00009383269,0.0002016449,0.001716923,0.0001141003,0.0005439662,0.009652203,0.9737445,0.00007844083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00202582,0.0316723,0.001271952,0.704169,0.07781294,0.0002370406,0.003962684,0.0003892302,0.178459],"genre_scores_gemma":[0.08144731,0.08638882,0.00318296,0.3046838,0.0670494,0.0009355021,0.006239287,0.0006595309,0.4494134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2609305,"threshold_uncertainty_score":0.8728995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529964591565607,"score_gpt":0.2480193877971903,"score_spread":0.2327197418815342,"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."}}