{"id":"W2338932901","doi":"10.1007/978-1-4614-7163-9","title":"Encyclopedia of Social Network Analysis and Mining","year":2016,"lang":"en","type":"book","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Encyclopedia; Social network analysis; Data science; Computer science; Sociology; World Wide Web; Library science; Social media","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":[0.0001567522,0.0002263641,0.0005085882,0.0002852095,0.00009769194,0.00004388073,0.0007906685,0.0002021274,0.00009303509],"category_scores_gemma":[0.000001529011,0.0001606847,0.0001923072,0.0004896147,0.0000470809,0.000118134,0.000529424,0.000112778,0.00001041014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001540744,"about_ca_system_score_gemma":0.0001282939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002686823,"about_ca_topic_score_gemma":0.0003950351,"domain_scores_codex":[0.9986414,0.00004014983,0.0003124127,0.0004606748,0.00028457,0.0002608292],"domain_scores_gemma":[0.9989522,0.000210971,0.0002775352,0.0004046128,0.00008335894,0.00007130453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002959361,0.00004967443,0.004184002,0.0004503746,0.005163466,0.00003684924,0.01402075,0.00008192683,0.00001453954,0.5501481,0.07170945,0.3541113],"study_design_scores_gemma":[0.000347748,0.00008740277,0.004353778,0.0001393053,0.001019149,0.000004451547,0.00004042041,0.001111256,0.00001684164,0.03747453,0.9546821,0.0007230373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001838244,0.0003879401,0.07495239,0.0003572067,0.0002361701,0.00008310642,0.000009088933,0.00008464535,0.9237056],"genre_scores_gemma":[0.00156042,0.0003522433,0.0420591,0.001835532,0.002191738,0.00001078332,0.00005156048,0.00003837163,0.9519002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8829727,"threshold_uncertainty_score":0.6552531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005018907180351425,"score_gpt":0.2121343831803107,"score_spread":0.2071154759999592,"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."}}