{"id":"W2904092058","doi":"10.1016/j.jmsy.2018.12.004","title":"Production and setup control policy for unreliable hybrid manufacturing-remanufacturing systems","year":2018,"lang":"en","type":"article","venue":"Journal of Manufacturing Systems","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Remanufacturing; Context (archaeology); Production (economics); Sizing; Control (management); Manufacturing engineering; Production planning; Computer science; Engineering; Industrial engineering; Operations research; Economics","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002589651,0.0005284311,0.0008669375,0.001537951,0.0005997641,0.00135209,0.0005605536,0.0001271881,0.00002089118],"category_scores_gemma":[0.0005314594,0.0004519869,0.000222426,0.0001652363,0.0001408325,0.002078267,0.0002070486,0.0003225172,0.0000458098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004412957,"about_ca_system_score_gemma":0.00008080363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009995482,"about_ca_topic_score_gemma":0.00001629392,"domain_scores_codex":[0.9964169,0.00006106644,0.001293477,0.000561774,0.000773825,0.000892975],"domain_scores_gemma":[0.9967613,0.0001803491,0.001822778,0.0005225555,0.0006283271,0.00008465099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007106036,0.001377627,0.01173686,0.06793442,0.006969138,0.001279692,0.001743612,0.4290302,0.003827272,0.02606806,0.4140716,0.0288554],"study_design_scores_gemma":[0.006805222,0.0005096062,0.006355997,0.002616344,0.0009293376,0.001072436,0.005480133,0.01368041,0.04413702,0.003937445,0.9126401,0.001835979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668049,0.0008425042,0.01387952,0.002581106,0.01095127,0.002869386,0.00001373073,0.0002268088,0.001830776],"genre_scores_gemma":[0.9761141,0.00002852284,0.0001357123,0.0004026995,0.02100755,0.00007372956,0.000006357029,0.0001103893,0.002120919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4985684,"threshold_uncertainty_score":0.9997932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076747974152492,"score_gpt":0.2234969450940244,"score_spread":0.2127294653524995,"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."}}