{"id":"W2471310903","doi":"10.4242/balisagevol9.zhao01","title":"Quality Control Practice for Scholars Portal, an XML-based E-journals Repository","year":2012,"lang":"en","type":"article","venue":"Balisage series on markup technologies","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Council of University Libraries","funders":"","keywords":"Computer science; Workflow; XML; World Wide Web; Information retrieval; Set (abstract data type); Quality (philosophy); Control (management); Database; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003095345,0.000263674,0.0003516091,0.000248176,0.0006298028,0.0008989832,0.001291869,0.0002375152,0.00001039347],"category_scores_gemma":[0.004914612,0.0002295662,0.0001156229,0.0003342869,0.0001746044,0.008154406,0.0001657446,0.000347432,0.00001126606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258672,"about_ca_system_score_gemma":0.0001073655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000438059,"about_ca_topic_score_gemma":8.914322e-7,"domain_scores_codex":[0.9976797,0.0001679998,0.0008023604,0.0003184249,0.00048908,0.000542437],"domain_scores_gemma":[0.9966723,0.0006720737,0.001015028,0.001099546,0.0004442485,0.00009674957],"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":[0.0004287365,0.001579454,0.003990363,0.001007827,0.0002056064,0.00003085299,0.003707982,0.0005002764,0.003695936,0.7398884,0.01173391,0.2332307],"study_design_scores_gemma":[0.009491127,0.004509995,0.01061267,0.001573489,0.0002811784,0.001375259,0.04893577,0.1094335,0.2613758,0.09924342,0.4470863,0.0060814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01454904,0.0008169658,0.9648049,0.003911595,0.000917256,0.0006243191,0.00001446547,0.003058193,0.01130324],"genre_scores_gemma":[0.7532617,0.00002554047,0.2451504,0.001244487,0.00007944224,0.00007106033,0.000004710709,0.00001651612,0.0001461499],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7387127,"threshold_uncertainty_score":0.9361437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797933385401914,"score_gpt":0.3352205145818637,"score_spread":0.2972411807278446,"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."}}