{"id":"W2039722815","doi":"10.1007/s10696-011-9074-7","title":"Design of single assembly line for the delayed differentiation of product variants","year":2010,"lang":"en","type":"article","venue":"Flexible Services and Manufacturing Journal","topic":"Assembly Line Balancing Optimization","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Product differentiation; Product (mathematics); Product type; Mathematics","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":[0.0005553528,0.001108568,0.0009160029,0.0007645204,0.0006709615,0.001257367,0.001563351,0.0008047731,0.004073918],"category_scores_gemma":[0.0006481712,0.0005444584,0.0006063918,0.0007530744,0.000341034,0.0006373279,0.0005303958,0.000575098,0.0007260782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008247737,"about_ca_system_score_gemma":0.001005802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981341,"about_ca_topic_score_gemma":0.002648593,"domain_scores_codex":[0.9995971,0.0000744933,0.00001792927,0.0001220907,0.0001207267,0.00006769006],"domain_scores_gemma":[0.9996246,0.00007823516,0.0001171396,0.00002389795,0.0001227079,0.00003336872],"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":[0.0003448512,0.000154931,0.0008521799,0.0002576915,0.00005198638,0.0002315962,0.0001721245,0.8263067,0.06636062,0.01023721,0.001382733,0.09364743],"study_design_scores_gemma":[0.0000528323,0.0004874912,0.000396302,0.00001305033,0.00002878956,0.00009214073,0.0000357288,0.988197,0.00748675,0.001214664,0.001979726,0.00001556578],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09367546,0.0003524303,0.8947183,0.0001351808,0.00008070003,0.0001635358,0.00008993188,0.000341411,0.01044307],"genre_scores_gemma":[0.8471367,0.0001734667,0.1469404,0.00005036965,0.00004078864,0.0001972273,0.0001199688,0.00006409737,0.005277038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004073918,"threshold_uncertainty_score":0.0136286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410525347070693,"score_gpt":0.2229566510949721,"score_spread":0.2088513976242652,"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."}}