{"id":"W2164662793","doi":"10.1016/j.disc.2011.11.039","title":"Generalized packing designs","year":2011,"lang":"en","type":"article","venue":"Discrete Mathematics","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Combinatorial design; Generalization; Block (permutation group theory); Block design; Orthogonal array; Packing problems; Combinatorics; Class (philosophy); Block size; Construct (python library); Discrete mathematics; Computer science; Key (lock); Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000169351,0.0001337577,0.0001710508,0.00004674445,0.00004364447,0.00002131665,0.0001480458,0.00005469059,0.0002402858],"category_scores_gemma":[0.00001143808,0.0001137792,0.00007634924,0.00009789626,0.00002524049,0.00007253009,0.00001507028,0.00006815968,0.0001533328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001069166,"about_ca_system_score_gemma":0.000002750278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002535736,"about_ca_topic_score_gemma":0.000001631349,"domain_scores_codex":[0.9993886,0.00002086856,0.0002150593,0.00008153071,0.00009403614,0.0001998606],"domain_scores_gemma":[0.9996077,0.00002375117,0.00002997042,0.0002661324,0.00001320685,0.00005919194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008939602,0.00006554564,0.0004723322,0.0008027604,0.0002346576,0.00003346832,0.02956175,0.0004600249,0.01749322,0.9484662,0.001398333,0.001002798],"study_design_scores_gemma":[0.001467376,0.0001352453,0.0007265546,0.0006203016,0.0002614866,0.0001437929,0.0067516,0.1357495,0.1525926,0.6948984,0.004580535,0.002072646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6662258,0.0002968693,0.1632082,0.00000432375,0.0004955679,0.0002807675,0.00001068153,0.000848903,0.1686289],"genre_scores_gemma":[0.9840621,0.00001155095,0.01559128,0.00001154169,0.00004084228,0.00002264374,0.000003215004,0.00004313026,0.0002137385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178363,"threshold_uncertainty_score":0.4639783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547393547728578,"score_gpt":0.2274014229140926,"score_spread":0.1726620681412348,"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."}}