{"id":"W2108869243","doi":"10.1109/icsmc.1995.537892","title":"Mediator: an intelligent information system supporting the virtual manufacturing enterprise","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Product lifecycle; Interface (matter); Process (computing); Function (biology); Mediator; User interface; Knowledge management; Process management; New product development; Engineering; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107376,0.0001106005,0.0001021775,0.00005749276,0.0002018736,0.0001486716,0.0004439974,0.0000269719,0.00005930145],"category_scores_gemma":[0.00002131071,0.00006758167,0.00003682423,0.0000761692,0.00002244021,0.00317259,0.0002223693,0.00008899518,0.0003288871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005170421,"about_ca_system_score_gemma":0.000008270289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003697207,"about_ca_topic_score_gemma":0.00001196576,"domain_scores_codex":[0.998922,0.00004860008,0.0003847366,0.000153396,0.0002640647,0.0002271827],"domain_scores_gemma":[0.9990972,0.00004482708,0.0001625588,0.0005739141,0.00003251944,0.00008897656],"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":[0.000005030889,0.00003036502,0.0002573863,0.00008379879,0.00002201409,0.00001631639,0.01791954,0.0008782718,0.00006632593,0.6661459,0.002082519,0.3124925],"study_design_scores_gemma":[0.0004099813,0.0002141025,0.0003505102,0.0001213408,0.00001015566,0.0002276938,0.02456992,0.6097092,0.04958293,0.00009899637,0.3140646,0.0006405863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03091679,0.00002069913,0.9642515,0.0001626663,0.0005590863,0.0001674492,0.000006035721,0.0003160473,0.003599682],"genre_scores_gemma":[0.9908134,0.000006557427,0.00868383,0.0002065873,0.00009050594,0.00001903979,0.000007053407,0.000004290363,0.0001687831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9598966,"threshold_uncertainty_score":0.4227288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453915786691142,"score_gpt":0.228231128211924,"score_spread":0.2136919703450126,"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."}}