{"id":"W1935768186","doi":"10.1109/isic.1991.187325","title":"New progress on integrated environment for intelligent manufacturing automation","year":2002,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scope (computer science); Automation; Computer science; Expert system; Intelligent decision support system; Software engineering; Systems engineering; Software; Artificial intelligence; Engineering; Programming language","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":[0.002148151,0.001289723,0.001427176,0.001455036,0.0008236011,0.004176066,0.002978313,0.001817132,0.008971576],"category_scores_gemma":[0.00223873,0.0006674884,0.001378903,0.002168553,0.001668499,0.008214905,0.003656852,0.003325388,0.003588727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009268735,"about_ca_system_score_gemma":0.001809917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000865941,"about_ca_topic_score_gemma":0.0006972695,"domain_scores_codex":[0.9972517,0.0005975469,0.000194477,0.0004900047,0.001279264,0.0001869752],"domain_scores_gemma":[0.9990236,0.0002414322,0.00005532168,0.0003338979,0.0002557868,0.00008992114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000898678,0.00009431988,0.0003609462,0.0007442015,0.0001123611,0.0002218724,0.000392239,0.007799522,0.007075887,0.651149,0.02007972,0.3118801],"study_design_scores_gemma":[0.00007840595,0.0001770159,0.0003300517,0.0003063925,0.0001024405,0.0004797374,0.00007877914,0.04179835,0.006844389,0.2009395,0.748786,0.00007889869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00219529,0.01216811,0.9492838,0.001319723,0.0008873939,0.0001059483,0.000123015,0.004105941,0.02981084],"genre_scores_gemma":[0.05691834,0.01844469,0.8952082,0.001388719,0.001331756,0.0006174108,0.001174191,0.0008397595,0.02407699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008971576,"threshold_uncertainty_score":0.03001291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498460137537763,"score_gpt":0.2007894582175637,"score_spread":0.185804856842186,"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."}}