{"id":"W2590370139","doi":"10.1007/978-3-319-33930-6_3","title":"Random Graph Models","year":2016,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in quantitative finance","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Random graph; Mathematics; Graph; Discrete mathematics; Combinatorics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000603659,0.001038847,0.0009114146,0.00141651,0.0007188616,0.002281454,0.001343813,0.00220973,0.02911234],"category_scores_gemma":[0.00407596,0.0004394056,0.0005964325,0.001529994,0.00154185,0.003279426,0.001296596,0.002429015,0.006501022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513979,"about_ca_system_score_gemma":0.0007065618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084597,"about_ca_topic_score_gemma":0.002232419,"domain_scores_codex":[0.9994431,0.0002341544,0.00001220739,0.0001123023,0.0001445196,0.00005380146],"domain_scores_gemma":[0.9988317,0.0005747768,0.00009852741,0.0002113927,0.0001575979,0.0001260286],"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":[0.000004360959,0.00001145496,0.00004985734,0.00002658551,0.000006886309,0.00002056561,0.00002776406,0.003113868,0.00007087548,0.9731665,0.01752767,0.005973543],"study_design_scores_gemma":[0.000003523878,0.000002516443,0.0000511662,0.00001546351,0.000003943156,0.00002589382,0.00001474651,0.01006686,0.00002989386,0.9729654,0.01681625,0.000004281798],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0263195,0.01551853,0.3548939,0.02398111,0.002384387,0.0001243965,0.002615976,0.001142736,0.5730194],"genre_scores_gemma":[0.5122409,0.01627853,0.03723992,0.00442279,0.00295205,0.0003726356,0.003214221,0.0009825322,0.4222963],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02911234,"threshold_uncertainty_score":0.09739047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06652608942803916,"score_gpt":0.3041542741730542,"score_spread":0.237628184745015,"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."}}