{"id":"W4206849832","doi":"","title":"Manufacturing plant layout supported with data mining technique","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Manufacturing engineering; Computer science; Engineering","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":[0.0003559856,0.0009171243,0.0009571941,0.002436657,0.0004373851,0.000941081,0.001042907,0.0007114632,0.003039626],"category_scores_gemma":[0.002277347,0.0005582522,0.001236751,0.00255183,0.0001685923,0.0006514653,0.0005676727,0.0006289395,0.001413352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604223,"about_ca_system_score_gemma":0.0009251614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004358376,"about_ca_topic_score_gemma":0.006235829,"domain_scores_codex":[0.9995766,0.00005657682,0.00004196333,0.000117521,0.0001607947,0.00004660589],"domain_scores_gemma":[0.9987355,0.000479065,0.000140546,0.0003047803,0.0002944609,0.00004571741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008440245,0.0004547846,0.01253445,0.0006036379,0.0002034863,0.0006001851,0.0001201163,0.3057167,0.03110031,0.002585358,0.007371091,0.6378659],"study_design_scores_gemma":[0.00002354187,0.0000796219,0.002730604,0.00001707464,0.00003412098,0.0001614568,0.00003465976,0.9775813,0.01445275,0.002076005,0.002792691,0.0000163043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08443835,0.0004218158,0.8998639,0.0001665555,0.0000806485,0.0001306669,0.00429312,0.00839626,0.002208621],"genre_scores_gemma":[0.4686291,0.0002704269,0.5225348,0.00003645488,0.00003853973,0.0001697284,0.006408999,0.0001730705,0.001738924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004358376,"threshold_uncertainty_score":0.01016855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102488205575099,"score_gpt":0.227628264425409,"score_spread":0.2066033823696581,"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."}}