{"id":"W2152845747","doi":"10.7155/jgaa.00435","title":"Egalitarian Graph Orientations","year":2017,"lang":"en","type":"article","venue":"Journal of Graph Algorithms and Applications","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Lexicographical order; Orientation (vector space); Graph; Directed graph; Vertex (graph theory); Computer science; Undirected graph; Combinatorics; Mathematics; Geometry","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":[0.0006123275,0.0007203344,0.000596809,0.0007836639,0.0009707484,0.001842551,0.00122237,0.0009707984,0.007078141],"category_scores_gemma":[0.003702854,0.0004398226,0.0004890129,0.00106852,0.001019301,0.002960358,0.001682283,0.00147434,0.001673883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009264982,"about_ca_system_score_gemma":0.0009478746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370096,"about_ca_topic_score_gemma":0.0031073,"domain_scores_codex":[0.9993138,0.0001560981,0.00004479499,0.0002204033,0.0001293911,0.0001355194],"domain_scores_gemma":[0.9981694,0.0006523752,0.0002435269,0.0005117891,0.0002319901,0.0001907305],"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":[0.0008331294,0.0002998166,0.005134913,0.000495133,0.0000805558,0.0004312365,0.0008372125,0.1173707,0.02649875,0.5594565,0.02449514,0.264067],"study_design_scores_gemma":[0.0001305982,0.0002283055,0.001591522,0.0001126491,0.000104762,0.0006194297,0.0007357185,0.1833951,0.02054278,0.7497408,0.04273163,0.00006669692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1583834,0.0005390075,0.7877021,0.001386478,0.0001511884,0.0002644097,0.0012852,0.0009747292,0.04931336],"genre_scores_gemma":[0.5037015,0.0009799635,0.4780256,0.0004780795,0.00008220641,0.0002385216,0.001759185,0.0003871481,0.01434776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007078141,"threshold_uncertainty_score":0.02367872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522473167498975,"score_gpt":0.3344823475201323,"score_spread":0.3092576158451426,"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."}}