{"id":"W1515808148","doi":"10.1108/00242531311329455","title":"Role of classification schemes in organization of Islamic knowledge in libraries","year":2013,"lang":"en","type":"article","venue":"Library Review","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Islam; Library classification; Indigenous; Knowledge organization; Computer science; Knowledge management; Grey literature; Value (mathematics); Work (physics); Sociology; Data science; Library science; Political science; Social science; Engineering; Qualitative research; Law; Geography","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":[0.04590757,0.0002616534,0.0006193535,0.01945334,0.005047538,0.0153041,0.001638593,0.001095262,0.004201575],"category_scores_gemma":[0.1044999,0.0003469156,0.0005631853,0.02926341,0.0118976,0.01987231,0.005815599,0.001292,0.0005789271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01210005,"about_ca_system_score_gemma":0.0123725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006985973,"about_ca_topic_score_gemma":0.008531874,"domain_scores_codex":[0.9619212,0.02587525,0.004545729,0.001551926,0.005018465,0.001087436],"domain_scores_gemma":[0.8661649,0.07587748,0.0228728,0.011299,0.02181491,0.00197091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001617559,0.00007538268,0.04255823,0.0020462,0.00004963578,0.0001632481,0.07152823,0.0008478579,0.0003725045,0.5820992,0.005170283,0.2949275],"study_design_scores_gemma":[0.00009028695,0.0003249994,0.1432523,0.009519577,0.0001968003,0.0006187426,0.249309,0.01034692,0.001354477,0.4222868,0.1624759,0.0002242405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5152522,0.03511389,0.08778515,0.03242622,0.001253542,0.002258519,0.0008324308,0.0002714795,0.3248067],"genre_scores_gemma":[0.9436376,0.004977523,0.04498143,0.0006249825,0.0001611021,0.0005872147,0.0002641282,0.00003953162,0.004726562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04590757,"threshold_uncertainty_score":0.2427853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642193475885409,"score_gpt":0.2987935425265727,"score_spread":0.2723716077677186,"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."}}