{"id":"W2617055134","doi":"","title":"Optimisation 2-phases de la mise en place d'une famille de produits","year":2008,"lang":"fr","type":"preprint","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Assembly Line Balancing Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Humanities; Political science; Art","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":[0.00202081,0.001685163,0.001307844,0.001118854,0.001084449,0.0016877,0.001120486,0.002856744,0.008059833],"category_scores_gemma":[0.004167265,0.0009213331,0.00130095,0.0006152721,0.0008252917,0.001242689,0.0009173179,0.001303446,0.000970305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017724,"about_ca_system_score_gemma":0.001463556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298588,"about_ca_topic_score_gemma":0.008677631,"domain_scores_codex":[0.9989514,0.0003586797,0.00003383786,0.0001803063,0.0002185871,0.0002570403],"domain_scores_gemma":[0.9979272,0.001273977,0.000154301,0.0001100676,0.0004190885,0.0001154095],"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":[0.0006130349,0.0001523844,0.001279858,0.00009865761,0.00006281432,0.0001263304,0.0001324469,0.9346269,0.007474882,0.004535064,0.001397297,0.04950041],"study_design_scores_gemma":[0.00006250475,0.0002995265,0.0009713024,0.00002149749,0.00002692134,0.00003653207,0.00007430513,0.9913189,0.004112946,0.001747104,0.001313595,0.00001495777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3921708,0.0005232561,0.5901309,0.0007090513,0.0002243521,0.0002362228,0.0002284139,0.00143543,0.01434172],"genre_scores_gemma":[0.758222,0.0001294713,0.2234018,0.0001577874,0.00005033929,0.000315086,0.0003689825,0.0005679071,0.01678664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01298588,"threshold_uncertainty_score":0.02696282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007742976075550547,"score_gpt":0.2291514457237413,"score_spread":0.2214084696481908,"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."}}