{"id":"W2301470204","doi":"10.1007/s00026-016-0316-y","title":"Pairwise Balanced Designs Covered by Bounded Flats","year":2016,"lang":"en","type":"article","venue":"Annals of Combinatorics","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mathematics; Bounded function; Pairwise comparison; Combinatorics; Divisibility rule; Dimension (graph theory); Upper and lower bounds; Constant (computer programming); Point (geometry); Discrete mathematics; Geometry; Mathematical analysis; Statistics; Computer science","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":[0.001043753,0.001087866,0.001258882,0.002141178,0.001942418,0.002748282,0.001178652,0.001408734,0.01165836],"category_scores_gemma":[0.006099536,0.001098315,0.0007240684,0.002326637,0.001209609,0.003003546,0.002524598,0.001478167,0.00207767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046477,"about_ca_system_score_gemma":0.000655483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308252,"about_ca_topic_score_gemma":0.001380923,"domain_scores_codex":[0.9975668,0.0007361061,0.0001079024,0.000455009,0.0005460095,0.000588224],"domain_scores_gemma":[0.9945803,0.002850555,0.0005470055,0.000854803,0.0005975462,0.0005697075],"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":[0.000552943,0.00009968249,0.00170156,0.0001774548,0.00005363526,0.0006144391,0.0004487062,0.01372423,0.01237076,0.9317608,0.004637501,0.03385839],"study_design_scores_gemma":[0.00009505781,0.0001375543,0.0008256651,0.00008304986,0.00006178289,0.0005249398,0.000271026,0.05207719,0.005811297,0.9308794,0.009194229,0.00003878159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5633338,0.0007550783,0.3564697,0.0008302998,0.0001249356,0.0001423359,0.001315823,0.0009112805,0.07611672],"genre_scores_gemma":[0.9390022,0.0004700866,0.04090276,0.0002902542,0.00009188856,0.0002192873,0.001017892,0.0002045238,0.01780098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165836,"threshold_uncertainty_score":0.03900105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342408080177925,"score_gpt":0.2426867550399777,"score_spread":0.2084459470221852,"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."}}