{"id":"W7027034628","doi":"","title":"BOOK REVIEW: Case Studies in Knowledge Management","year":2005,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Popularity; Variety (cybernetics); Field (mathematics); Section (typography); Public domain; Private sector","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":[0.001439697,0.0009588357,0.001630096,0.005645034,0.001059289,0.003940526,0.001634351,0.002529666,0.02868155],"category_scores_gemma":[0.00704986,0.0005506218,0.0007239104,0.01207037,0.001579173,0.004477221,0.00147692,0.002209552,0.008675666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315416,"about_ca_system_score_gemma":0.002807403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00348669,"about_ca_topic_score_gemma":0.007337541,"domain_scores_codex":[0.9983776,0.0005041173,0.0001464983,0.0001173662,0.0007766074,0.00007780014],"domain_scores_gemma":[0.9945804,0.004054715,0.000271499,0.0001369937,0.0008163988,0.0001398442],"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":[0.00002489876,0.00009500443,0.0001781404,0.007856784,0.00003779152,0.0007722836,0.0008947829,0.0003918441,0.0001301306,0.01412814,0.6236536,0.3518366],"study_design_scores_gemma":[0.000008512034,0.00002092448,0.0004435682,0.009858565,0.00001633928,0.001735315,0.0005828356,0.00006767491,0.00005443726,0.003104569,0.9840954,0.0000119594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004607238,0.9526272,0.0007433957,0.005307576,0.003022527,0.00007446775,0.0001050972,0.00003512449,0.0376239],"genre_scores_gemma":[0.004360436,0.9642054,0.001459568,0.003040225,0.001747543,0.0001526637,0.0003373696,0.00004682608,0.02465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02868155,"threshold_uncertainty_score":0.09594935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4275937294609254,"score_gpt":0.5779163655367129,"score_spread":0.1503226360757874,"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."}}