{"id":"W7006556260","doi":"","title":"Who's in library / Nurul Syahirah Md Salleh, Nur Syazwani Bakar and Norli Ezzati Mohd Abu Hassan AlShari","year":2014,"lang":"en","type":"article","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Rebranding; Information system; Field (mathematics); Academic library; Raja; School library; Digital library; Information management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001871574,0.0004093422,0.0005993685,0.001087422,0.008612477,0.007245173,0.0008133372,0.002874465,0.09807943],"category_scores_gemma":[0.004919993,0.0002260123,0.0004402974,0.001245759,0.00151301,0.007724687,0.003928324,0.00360292,0.02838768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003499479,"about_ca_system_score_gemma":0.008633802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299396,"about_ca_topic_score_gemma":0.02922379,"domain_scores_codex":[0.9984837,0.0003284543,0.00008299995,0.0001482363,0.0004553836,0.0005012971],"domain_scores_gemma":[0.9958028,0.0003254597,0.0002579786,0.0001240389,0.001167436,0.002322348],"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":[0.00001793691,0.00007607459,0.004651302,0.000226383,0.000009190424,0.0004865891,0.004315208,0.00002034995,0.0002535899,0.005612813,0.8873045,0.09702603],"study_design_scores_gemma":[0.000002059276,0.000013105,0.001053964,0.0001354519,0.000005534632,0.0005770561,0.007792197,0.00001076864,0.00009949582,0.000490715,0.9898108,0.000008793922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01137905,0.04603561,0.0008019527,0.6614377,0.04117535,0.00007426657,0.0004177555,0.0004370193,0.2382414],"genre_scores_gemma":[0.07804089,0.04198408,0.001026525,0.1788467,0.01045311,0.00008437974,0.0004109624,0.0002951151,0.6888583],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09807943,"threshold_uncertainty_score":0.3281084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404965626483329,"score_gpt":0.2380425840051264,"score_spread":0.2239929277402931,"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."}}