{"id":"W4247906728","doi":"10.1007/978-3-642-10326-1_5","title":"Network Models","year":2010,"lang":"en","type":"book-chapter","venue":"Operations Research","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Subject (documents); Euler's formula; Bridge (graph theory); Graph; Section (typography); Graph theory; Mathematics; Calculus (dental); Computer science; Combinatorics; Mathematical analysis; Library 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001491542,0.0001730424,0.0001771362,0.0002854146,0.001061142,0.0006484576,0.001593875,0.0003353527,0.000471837],"category_scores_gemma":[0.00002459594,0.0001583809,0.00008486776,0.0001790939,0.0002373882,0.0004671131,0.0006272616,0.001787512,0.001108667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002991709,"about_ca_system_score_gemma":0.0003062753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526073,"about_ca_topic_score_gemma":0.00009116832,"domain_scores_codex":[0.9980335,0.00009739967,0.0002101483,0.000516484,0.0006960185,0.0004464754],"domain_scores_gemma":[0.997913,0.0001433183,0.00001445784,0.001230774,0.0005470293,0.000151391],"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":[9.832764e-7,0.000008775498,5.227095e-8,0.000002941627,0.00001068474,0.00001526828,0.0001027008,0.008406851,0.00004369043,0.9828942,0.002181851,0.00633195],"study_design_scores_gemma":[0.00005359155,0.00004077419,3.907725e-7,0.00003107718,0.000001861632,0.000009748335,0.000001738711,0.1104372,0.00003364576,0.779596,0.1096286,0.0001654285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006195342,0.0003057014,0.243316,0.0009194158,0.0003984379,0.0003099368,0.00001036641,0.00008298657,0.754651],"genre_scores_gemma":[0.001818215,0.0001336309,0.06526002,0.0001522772,0.0007206891,0.00005692212,0.00002921592,0.00003363741,0.9317954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2032983,"threshold_uncertainty_score":0.9996691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162248362030898,"score_gpt":0.3402510243084662,"score_spread":0.2240261881053763,"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."}}