{"id":"W1977737464","doi":"10.1115/detc2010-28377","title":"Recyclability Oriented Lifecycle Design of Mechatronic Products","year":2010,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Mechatronics; Viewpoints; Manufacturing engineering; Reliability (semiconductor); Engineering; Systems engineering; Computer science; Embedded system; Control 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004532308,0.00006756435,0.00008104472,0.0000373818,0.00001795786,0.000008337571,0.0000845319,0.00004869192,0.0008823377],"category_scores_gemma":[0.000448397,0.00006243579,0.000015323,0.0002040815,0.00001963594,0.0001634611,0.000007412516,0.0001765204,0.0001097884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001388609,"about_ca_system_score_gemma":0.00006022955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001753065,"about_ca_topic_score_gemma":0.000006525074,"domain_scores_codex":[0.9995032,0.00003928079,0.0001460569,0.0001080194,0.00008516845,0.0001182895],"domain_scores_gemma":[0.9993848,0.000137326,0.00002413148,0.0003176948,0.00008765312,0.00004841161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004318232,0.0002802172,0.0008322813,0.0001625588,0.00006137501,5.870411e-7,0.0007032009,0.003668788,0.9324903,0.02073032,0.02244589,0.01858126],"study_design_scores_gemma":[0.0004470073,0.00008615148,0.005748612,0.000008575413,0.00004081827,0.00001407539,0.0002247503,0.02436624,0.807209,0.002140094,0.1593466,0.0003681296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5735456,0.0001721749,0.3489143,0.001587375,0.005603818,0.001027881,0.000003611183,0.001103611,0.06804169],"genre_scores_gemma":[0.963027,0.00001092352,0.03597442,0.00002555733,0.00006762089,0.00001249813,0.000001790262,0.00001341321,0.0008667913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3894814,"threshold_uncertainty_score":0.966098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552240243414927,"score_gpt":0.2417961363740593,"score_spread":0.2262737339399101,"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."}}