{"id":"W1982535162","doi":"10.1109/iemc.2002.1038470","title":"An online integrated operational decision support system with predefined knowledge base for semiconductor industry","year":2003,"lang":"en","type":"article","venue":"","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Variety (cybernetics); Knowledge base; Decision support system; Production (economics); Event (particle physics); Reliability engineering; Engineering; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001762332,0.0001590185,0.0001509106,0.00009174317,0.00006540445,0.00006258846,0.0000885905,0.0001957445,0.000482979],"category_scores_gemma":[0.0000666876,0.0001209147,0.00002541044,0.0002284053,0.00001282705,0.0001655718,0.000003681089,0.0001789457,0.00001705811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009379415,"about_ca_system_score_gemma":0.0001659886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004065935,"about_ca_topic_score_gemma":0.00003296504,"domain_scores_codex":[0.9992623,0.00002230303,0.0002343631,0.0001985898,0.00009915749,0.0001832662],"domain_scores_gemma":[0.9993396,0.00006220571,0.00001850039,0.0001912295,0.0002406449,0.0001477591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006675057,0.0002710129,0.0009890583,0.00009911662,0.00008114961,0.00000536745,0.0002519819,0.983081,0.002325663,0.005334323,0.004559217,0.00293535],"study_design_scores_gemma":[0.001139485,0.0001274744,0.00005655983,0.00005840633,0.00001572804,0.00003291401,0.0008788235,0.988645,0.007494073,0.000003542975,0.00133823,0.0002097164],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2309037,0.00003966043,0.765049,0.00001285724,0.0004136264,0.0003116586,0.0001289113,0.0006468418,0.002493742],"genre_scores_gemma":[0.5119427,0.000001376924,0.4864465,0.00003531788,0.0000757022,0.00003964012,0.0004824285,0.00004149512,0.000934761],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.281039,"threshold_uncertainty_score":0.5288281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681141886207307,"score_gpt":0.2584482740702993,"score_spread":0.2316368552082262,"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."}}