{"id":"W3094347955","doi":"10.1002/jgt.22633","title":"Good orientations of unions of edge‐disjoint spanning trees","year":2020,"lang":"en","type":"article","venue":"Journal of Graph Theory","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Centre National de la Recherche Scientifique; Danmarks Frie Forskningsfond; Agence Nationale de la Recherche","keywords":"Mathematics; Combinatorics; Disjoint sets; Spanning tree; Enhanced Data Rates for GSM Evolution; Minimum degree spanning tree; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247078,0.0001144859,0.0003465392,0.0004675375,0.00008519297,0.00002140626,0.001101663,0.00004065709,0.00003350673],"category_scores_gemma":[0.0004769225,0.00009442228,0.000301258,0.001388654,0.0003134776,0.0005609448,0.0001922837,0.0003250628,0.000002635621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001510941,"about_ca_system_score_gemma":0.0001477825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001326227,"about_ca_topic_score_gemma":0.000001024542,"domain_scores_codex":[0.9980785,0.0003897535,0.0006664185,0.0001539141,0.0005043195,0.0002071436],"domain_scores_gemma":[0.9976849,0.000609539,0.0006869761,0.000327788,0.0004893832,0.0002014228],"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":[0.0001216447,0.0001206315,0.001445202,0.00003044855,0.0001126144,0.00002059389,0.003600176,0.00118296,0.02614093,0.9598421,0.0001289144,0.007253818],"study_design_scores_gemma":[0.001059236,0.00122047,0.006692989,0.0001675027,0.00004988024,0.00006892472,0.002570787,0.0007828578,0.04819106,0.9384726,0.0005419094,0.0001818044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1199153,0.0007812179,0.8760013,0.001266123,0.0002322278,0.0001048022,0.00001041155,0.00002164601,0.001666953],"genre_scores_gemma":[0.9687942,0.00007329571,0.03092352,0.0001021351,0.00005805218,0.000001311672,4.762083e-7,0.00001082209,0.00003624663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8488788,"threshold_uncertainty_score":0.3850429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150365119484021,"score_gpt":0.3003794329438351,"score_spread":0.2688757817489948,"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."}}