{"id":"W2006271461","doi":"10.1145/2422436.2422459","title":"A characterization of approximation resistance for even k-partite CSPs","year":2013,"lang":"en","type":"article","venue":"","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Constraint satisfaction problem; Predicate (mathematical logic); Characterization (materials science); Conjecture; Approximation algorithm; Mathematics; Constraint satisfaction; Combinatorics; Discrete mathematics; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005452615,0.00112025,0.00202165,0.002409793,0.001858185,0.005621556,0.002649573,0.002177954,0.004106334],"category_scores_gemma":[0.04726566,0.0009018114,0.002308263,0.003416638,0.003774802,0.007753754,0.004160622,0.00498019,0.0006925341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134357,"about_ca_system_score_gemma":0.001655056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372624,"about_ca_topic_score_gemma":0.0007596221,"domain_scores_codex":[0.9916401,0.002269334,0.0006600157,0.001883487,0.001976897,0.001570165],"domain_scores_gemma":[0.9280524,0.0557077,0.004357108,0.008162857,0.001850676,0.001869187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004324938,0.0007320486,0.02129447,0.0008283296,0.0005365449,0.000842261,0.002622892,0.4953925,0.03719674,0.3491292,0.009841744,0.07725833],"study_design_scores_gemma":[0.0001220482,0.0003842695,0.00322954,0.00007993942,0.0001622825,0.001024533,0.0004776732,0.6412235,0.01013664,0.3398564,0.003199558,0.0001035039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6507558,0.0009444157,0.326029,0.004479154,0.0001024101,0.0001918726,0.001448243,0.001396655,0.01465249],"genre_scores_gemma":[0.9598559,0.0004053209,0.03668245,0.0003916725,0.00009485608,0.0001391868,0.000794546,0.0002345059,0.001401565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005621556,"threshold_uncertainty_score":0.02883655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798710692277609,"score_gpt":0.2262635715777215,"score_spread":0.2082764646549455,"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."}}