{"id":"W1576467755","doi":"","title":"Some Necessary Conditions and a General Sufficiency Condition for the Validity of A Gilmore-Gomory Type Patching Scheme for the Traveling","year":2007,"lang":"en","type":"article","venue":"Algorithmic operations research","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Windsor","funders":"","keywords":"Travelling salesman problem; Scheme (mathematics); Generalization; Mathematics; Combinatorics; Mathematical optimization","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":[],"consensus_categories":[],"category_scores_codex":[0.002127836,0.00009123256,0.0001030632,0.0001159379,0.001133934,0.0001184789,0.000174257,0.00006605776,0.00003174628],"category_scores_gemma":[0.0002358514,0.00006420689,0.00004613663,0.0003467189,0.0001713697,0.0002236123,0.00002816496,0.0002443089,0.000002511104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003796564,"about_ca_system_score_gemma":0.00007303814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007012824,"about_ca_topic_score_gemma":0.00008469322,"domain_scores_codex":[0.9990267,0.00005364939,0.0002584379,0.0001480503,0.0002211484,0.0002919702],"domain_scores_gemma":[0.998086,0.00122611,0.00001577435,0.0001966994,0.0004259344,0.00004947732],"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":[0.00003481514,0.0001055184,0.0002250482,0.0002774777,0.0001921566,0.000001378928,0.00326648,0.9073923,0.02628923,0.04861689,0.003727245,0.009871504],"study_design_scores_gemma":[0.0004067422,0.00007502126,0.0008368585,0.00002432466,0.00001850999,0.000006663642,0.0007211848,0.9927992,0.002452688,0.000682863,0.00188618,0.00008982657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1184888,0.001792683,0.8740072,0.001674628,0.0006640285,0.002640282,0.0003514446,0.0000936018,0.0002872628],"genre_scores_gemma":[0.9775227,0.0007474265,0.02036482,0.00006109974,0.00045847,0.0003018601,0.0001838483,0.00003174535,0.0003280761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8590338,"threshold_uncertainty_score":0.8721422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09858564593074017,"score_gpt":0.3929758128072795,"score_spread":0.2943901668765393,"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."}}