{"id":"W2169626364","doi":"10.5267/j.ijiec.2011.06.005","title":"An integrated TSP-GA with EOL cost model for selecting the best EOL option","year":2011,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability engineering; Computer science; Mathematical optimization; Process engineering; Operations management; Operations research; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030498,0.0001441437,0.0001358362,0.0002324146,0.00007251,0.0001120677,0.0003244962,0.00008293778,0.0000107732],"category_scores_gemma":[0.00008408245,0.0001093457,0.00005715495,0.0001517492,0.0000158262,0.000399192,0.00001001445,0.0003324008,0.000001073859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226067,"about_ca_system_score_gemma":0.00008857512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000151314,"about_ca_topic_score_gemma":0.000006494074,"domain_scores_codex":[0.9991356,0.0000112235,0.0003865641,0.0000890876,0.0002354447,0.0001420485],"domain_scores_gemma":[0.9990064,0.00008970449,0.000153201,0.00007259545,0.000606622,0.00007146841],"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":[0.00005722947,0.00003754635,0.00006099924,0.000006023554,0.0001379862,0.000002179528,0.0006535853,0.9896619,0.0001092709,0.0004630587,0.00005613286,0.008754139],"study_design_scores_gemma":[0.000818612,0.000118439,0.00005583266,0.0001201401,0.00004441516,0.00005453752,0.0001408018,0.996642,0.001421187,0.0001026022,0.0003523841,0.0001290528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05346124,0.00001887132,0.9452498,0.00006950086,0.000827575,0.0002094955,0.00001918465,0.00008201488,0.00006229687],"genre_scores_gemma":[0.947217,0.00001082061,0.0521808,0.0000153438,0.0004729862,0.00002307246,0.00003020535,0.00003518152,0.00001462669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8937557,"threshold_uncertainty_score":0.4458988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04837328503711032,"score_gpt":0.2581820452712173,"score_spread":0.209808760234107,"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."}}