{"id":"W4200614329","doi":"10.23974/ijol.2021.vol6.2.194","title":"Implementation of a secure room booking system at the University of Manitoba Libraries","year":2021,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Service (business); Interface (matter); Computer science; Library classification; World Wide Web; Multimedia; Operating system; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004301242,0.0000457444,0.0001170367,0.00007336809,0.0001449223,0.00006493494,0.000409108,0.00004286208,0.0006787981],"category_scores_gemma":[0.00007118458,0.00003897979,0.00011469,0.0001370608,0.00008430143,0.0007279892,0.00009312688,0.0001301793,0.000002546488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008917964,"about_ca_system_score_gemma":0.0008829132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000324035,"about_ca_topic_score_gemma":0.002172356,"domain_scores_codex":[0.9987723,0.0002878232,0.0002701367,0.00006062068,0.0005271193,0.00008197397],"domain_scores_gemma":[0.9987784,0.0002315381,0.0005404516,0.00005957456,0.0003523574,0.00003765781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003275014,0.0001079276,0.5026208,0.00009409877,0.0007936144,0.0004478835,0.03287842,0.0003007249,0.002586906,0.4091032,0.007646581,0.04309242],"study_design_scores_gemma":[0.00139332,0.0001006707,0.08167801,0.0005351282,0.0001308846,0.0001108132,0.5923925,0.00004790421,0.01742988,0.003793147,0.3022366,0.0001510983],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711475,0.0006133358,0.00116905,0.01272298,0.0008765559,0.00006035147,0.00003316013,0.00001235028,0.0133647],"genre_scores_gemma":[0.9976583,0.00006813261,0.00133739,0.00004050405,0.0004210173,6.584334e-8,0.000006481616,0.000004449172,0.0004636198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5595141,"threshold_uncertainty_score":0.7432364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450468109127729,"score_gpt":0.2907464385159924,"score_spread":0.2662417574247151,"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."}}