{"id":"W4235256005","doi":"10.1007/978-1-4614-0992-2_4","title":"Document Management","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058259,0.0009292667,0.0007153207,0.004166165,0.001603434,0.006240981,0.001990035,0.001086884,0.09345547],"category_scores_gemma":[0.002712663,0.0005891931,0.0007335327,0.005996085,0.0007633326,0.005674983,0.001970387,0.001451194,0.09729864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565122,"about_ca_system_score_gemma":0.00215543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003758287,"about_ca_topic_score_gemma":0.003300122,"domain_scores_codex":[0.9990006,0.00009522189,0.00008587564,0.0002170511,0.0005330238,0.00006817972],"domain_scores_gemma":[0.9988399,0.0001915052,0.00004351954,0.0004116073,0.0004312887,0.00008229986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000284969,0.00005863187,0.0001303444,0.0002788974,0.00001120574,0.00005712093,0.0002460028,0.0003868956,0.004458434,0.05384983,0.2253122,0.7151819],"study_design_scores_gemma":[0.000005267322,0.000009480754,0.0001661328,0.0001013896,0.00001145347,0.0001694634,0.00006416085,0.0009052779,0.004126904,0.01358508,0.9808429,0.0000124827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002775727,0.01007993,0.3043683,0.002953892,0.001755818,0.0005616655,0.004632605,0.01794105,0.6549309],"genre_scores_gemma":[0.0136371,0.009050999,0.1123628,0.0008733167,0.0005396123,0.0003011223,0.01140135,0.002710339,0.8491234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09345547,"threshold_uncertainty_score":0.3126397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864746199922362,"score_gpt":0.2223455458067745,"score_spread":0.1936980838075509,"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."}}