{"id":"W2407438826","doi":"10.1080/03155986.2003.11732666","title":"Revue Des Inégalités Valides Pertinentes Aux Problèmes Des Conception De Réseaux","year":2003,"lang":"fr","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Optimization and Mathematical Programming","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal; Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Heuristic; Scale (ratio); Computer science; Mathematical optimization; Implementation; Inequality; Point (geometry); Mathematics; Theoretical computer science; Physics; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003097061,0.0002124929,0.0002435201,0.0003181019,0.000843276,0.001589189,0.000128416,0.0002306889,0.0003109848],"category_scores_gemma":[0.002369992,0.0002061162,0.00006100852,0.0004999373,0.000718157,0.003623173,0.00005014124,0.0003638837,0.0002828035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004306509,"about_ca_system_score_gemma":0.0003973199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005716415,"about_ca_topic_score_gemma":0.00003571175,"domain_scores_codex":[0.9974881,0.0002672966,0.000891634,0.0001360897,0.0006030548,0.00061381],"domain_scores_gemma":[0.9975173,0.0003691206,0.00008069447,0.0001616817,0.00157874,0.0002924556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001245434,0.00003806556,0.001006892,0.003991628,0.00005189154,0.000001473904,0.01228153,0.105128,0.0001075863,0.8609995,0.001836041,0.01454504],"study_design_scores_gemma":[0.0009742171,0.0001973521,0.0004581424,0.001614212,0.00002254117,0.0002542687,0.01879482,0.6797846,0.0007311669,0.009345997,0.2873533,0.0004693509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09544047,0.01750223,0.7317386,0.003026864,0.00136983,0.004168866,0.0001712652,0.0004283254,0.1461536],"genre_scores_gemma":[0.9351525,0.001816301,0.05453564,0.0001022123,0.0002790092,0.0004404057,0.0001350612,0.00003544839,0.00750345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8516535,"threshold_uncertainty_score":0.9994473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289594174136645,"score_gpt":0.3682386656143179,"score_spread":0.2392792482006534,"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."}}