{"id":"W1969588546","doi":"10.5539/cis.v3n3p66","title":"A Research on Architecture of Digital Publishing Management System","year":2010,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Computer science; Intellectual property; Context (archaeology); Architecture; Electronic publishing; World Wide Web; The Internet; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000733315,0.00005829792,0.00006088605,0.0007257977,0.0002823609,0.001399821,0.001016898,0.00002386952,5.061149e-7],"category_scores_gemma":[0.00001692521,0.00004807593,0.00001589644,0.001683536,0.0002293899,0.009229441,0.0005849454,0.0002159717,0.00001102749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002081088,"about_ca_system_score_gemma":0.0000443539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.813266e-7,"about_ca_topic_score_gemma":5.85169e-8,"domain_scores_codex":[0.998819,0.000007931417,0.0002044034,0.0001741498,0.0006271896,0.0001673529],"domain_scores_gemma":[0.9990187,0.0000829513,0.00007813665,0.000352556,0.0003856099,0.00008207842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.808862e-7,0.000005925624,0.00000668083,0.00001380914,6.15789e-7,1.565455e-7,0.0001586869,0.0006221844,0.00002927793,0.7648279,0.00009669866,0.2342374],"study_design_scores_gemma":[0.0003807475,0.0002188456,0.007087192,0.0001201094,0.000001416297,0.00008464112,0.0002549182,0.8387564,0.001978263,0.06102204,0.08981784,0.0002775244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007261043,0.00000129482,0.9589724,0.00065028,0.0001198707,0.0001611838,0.000002995427,0.0001070559,0.03272388],"genre_scores_gemma":[0.764101,0.000001494574,0.2357191,0.0001314098,0.00002397316,0.00001326882,0.000001964752,0.00000103253,0.000006746648],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8381343,"threshold_uncertainty_score":0.9996368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677288979297145,"score_gpt":0.3253359948551315,"score_spread":0.2985631050621601,"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."}}