{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002991023,0.0001252189,0.00008213866,0.00006521795,0.00003805906,0.0000455452,0.00007004615,0.0000521267,0.00145129],"category_scores_gemma":[0.0000027286,0.0001058034,0.00003224378,0.00002353572,0.000005537422,0.00008041568,0.000007539177,0.00005720873,0.0001212633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007635247,"about_ca_system_score_gemma":0.00000156188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003730899,"about_ca_topic_score_gemma":0.000001373025,"domain_scores_codex":[0.9994761,0.000003195971,0.000146242,0.0001293103,0.00009340228,0.0001517559],"domain_scores_gemma":[0.9997917,0.00001468797,0.00001928006,0.0001109086,0.000005139279,0.00005829176],"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":[0.000004106649,0.00001771767,0.000008688015,0.00005975976,0.00001533032,3.085243e-7,0.0001457229,0.5288755,0.000009856839,0.0001850283,0.003696092,0.4669819],"study_design_scores_gemma":[0.0002352325,0.00006728069,0.000194779,0.0000318345,0.000009376532,8.829165e-7,0.00002161935,0.7389107,0.1750188,0.0001324816,0.08518092,0.0001961194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009981581,0.0001514622,0.9849057,0.0001520729,0.0002062867,0.0004279763,0.000002957334,0.0006853237,0.003486626],"genre_scores_gemma":[0.9342948,0.0001698245,0.06124252,0.00004964741,0.00009704446,0.00008641455,0.00003660693,0.00004550869,0.003977639],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9243132,"threshold_uncertainty_score":0.9994615,"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."}}