{"id":"W183876417","doi":"10.1007/978-3-642-30904-5_12","title":"Complex Networks and Social Networks","year":2012,"lang":"en","type":"book-chapter","venue":"Mathematics in industry","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Complex network; Computer science; Line (geometry); Sociology; World Wide Web; Mathematics","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":[0.0003451742,0.00106807,0.0006121805,0.001893868,0.0006765498,0.003081131,0.0005628102,0.001159951,0.01764168],"category_scores_gemma":[0.001888625,0.0003363347,0.0002621668,0.003214273,0.001784786,0.005180482,0.0008442156,0.001574346,0.003513149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142902,"about_ca_system_score_gemma":0.0005063376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110944,"about_ca_topic_score_gemma":0.001870912,"domain_scores_codex":[0.9997531,0.00008199692,0.0000103929,0.00004853855,0.00009163091,0.0000143727],"domain_scores_gemma":[0.9993322,0.0004745345,0.00003794013,0.00005596973,0.00007272993,0.00002658315],"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":[0.000002263947,0.000009215509,0.00005812234,0.0001540952,0.000005379281,0.00002434195,0.0001952689,0.001030239,0.0001026797,0.9122756,0.04982891,0.03631395],"study_design_scores_gemma":[0.000001572825,0.000002877405,0.0001414608,0.00005972635,0.000003502808,0.00005972623,0.00008021713,0.001844754,0.00004778764,0.7827721,0.2149811,0.00000519085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004701206,0.1510565,0.1347881,0.01371227,0.003634596,0.00008669313,0.0006171945,0.0003705013,0.6910331],"genre_scores_gemma":[0.168987,0.177678,0.0725982,0.003575173,0.01298782,0.0005611033,0.001208923,0.0004862418,0.5619177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01764168,"threshold_uncertainty_score":0.05901736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633227479974714,"score_gpt":0.2797685786324912,"score_spread":0.2334363038327441,"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."}}