{"id":"W4244373956","doi":"10.1007/978-0-387-68276-1_7","title":"Combinatorial Analysis","year":2010,"lang":"en","type":"book-chapter","venue":"Springer series in statistics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Majorization; Graph theory; Graph; Mathematics; Combinatorics; Section (typography); Incidence matrix; Discrete mathematics; Computer science; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000399928,0.0003521133,0.0006000513,0.0007971991,0.0001133903,0.0001676489,0.001540836,0.000352941,0.0003088115],"category_scores_gemma":[0.0001589649,0.0003866736,0.0001289308,0.0003615576,0.000431588,0.0002776292,0.0008828941,0.001269515,0.0001121354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009644128,"about_ca_system_score_gemma":0.0001469097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243291,"about_ca_topic_score_gemma":0.0003115732,"domain_scores_codex":[0.9977486,0.00003792464,0.0004563421,0.0006715756,0.0006478882,0.0004377193],"domain_scores_gemma":[0.9976618,0.0003169297,0.0002115842,0.001440486,0.0002294498,0.0001397352],"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":[0.00001833401,0.00001268508,0.00009071404,0.00002443914,0.0001567173,0.0001950459,0.0001206091,0.00002164099,0.00001798781,0.9946756,0.00009304572,0.004573195],"study_design_scores_gemma":[0.0001677882,0.0000636485,0.0001441292,0.00001691607,0.00006237681,0.000003276786,0.000002457451,0.0003274146,0.00007906897,0.8906495,0.1081057,0.000377755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00001450873,0.0001427177,0.7842245,0.00006527855,0.002371656,0.0002453112,0.0002864667,0.0001362321,0.2125134],"genre_scores_gemma":[0.004338016,0.0004867546,0.7398068,0.00007964615,0.0004965448,0.00003787052,0.0001270608,0.0001354845,0.2544918],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1080126,"threshold_uncertainty_score":0.9998585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776107994668128,"score_gpt":0.2875817969558252,"score_spread":0.2698207170091439,"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."}}