{"id":"W2401910275","doi":"","title":"Large sets of K 2, 2 -decomposition of complete bipartite graphs.","year":2012,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Bipartite graph; Decomposition; Combinatorics; Robertson–Seymour theorem; Discrete mathematics; 1-planar graph; Chordal graph; Graph; Chemistry; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001027723,0.0006340061,0.0009775641,0.002291428,0.001709812,0.00342928,0.001458058,0.00152628,0.01110215],"category_scores_gemma":[0.007864988,0.0008076929,0.0009789435,0.001233477,0.001578086,0.003268279,0.002330913,0.001960878,0.001290109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408215,"about_ca_system_score_gemma":0.0007788185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108802,"about_ca_topic_score_gemma":0.001703562,"domain_scores_codex":[0.9986279,0.0004578519,0.0000711549,0.0002674302,0.0003265297,0.0002490557],"domain_scores_gemma":[0.9951307,0.002393255,0.0005893816,0.0007307523,0.000557337,0.000598717],"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":[0.0004402067,0.0001495889,0.002459032,0.0002286604,0.0001027086,0.0003459068,0.0005231728,0.02852046,0.005848163,0.9298294,0.01605681,0.01549585],"study_design_scores_gemma":[0.00006008266,0.00003547809,0.001735025,0.00007527355,0.00002848283,0.0003092237,0.0003435469,0.0971562,0.001524145,0.8927363,0.00597246,0.0000238698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5892606,0.001276639,0.3135953,0.002157794,0.0003567638,0.0002063833,0.004424487,0.0006378681,0.08808423],"genre_scores_gemma":[0.9194505,0.0003603589,0.05047482,0.0005533255,0.0001900168,0.0002952816,0.003680651,0.0002079258,0.02478696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110215,"threshold_uncertainty_score":0.03714037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044846602814215,"score_gpt":0.2289350486980887,"score_spread":0.2184865826699466,"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."}}