{"id":"W2000922801","doi":"10.1007/978-3-031-01850-3","title":"Information and Influence Propagation in Social Networks","year":2014,"lang":"en","type":"book","venue":"Synthesis lectures on data management","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":252,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Social network (sociolinguistics); Internet privacy; Sociology; Economic geography; Computer science; World Wide Web; Geography","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":[0.0006799048,0.0009607204,0.0006758683,0.001694214,0.0006105275,0.002085578,0.0006163667,0.0008951109,0.009895643],"category_scores_gemma":[0.003912513,0.0004581129,0.0005081468,0.002612779,0.001482948,0.00404226,0.0008152945,0.001665541,0.002079458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062824,"about_ca_system_score_gemma":0.0004741148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021702,"about_ca_topic_score_gemma":0.002377788,"domain_scores_codex":[0.9995868,0.00009389664,0.00001540945,0.00008195163,0.0001970029,0.00002511366],"domain_scores_gemma":[0.9981111,0.00148438,0.00006915717,0.0001165262,0.0001587344,0.00006012744],"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":[0.00001556794,0.00003310732,0.0003544874,0.0002235846,0.00004417661,0.00007687766,0.0002620432,0.02668639,0.000471697,0.7734641,0.06220247,0.1361655],"study_design_scores_gemma":[0.000006056676,0.000008770323,0.0004463541,0.00005151642,0.00001760031,0.00006327636,0.00004452961,0.04244285,0.0002267611,0.8961101,0.06056729,0.00001492796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01340547,0.04202273,0.592636,0.009660764,0.003888482,0.00008335997,0.0008894881,0.0007695701,0.3366442],"genre_scores_gemma":[0.3596126,0.06427753,0.1316319,0.001663897,0.01276694,0.0004538116,0.001347653,0.0006633847,0.4275823],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009895643,"threshold_uncertainty_score":0.03310424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122099561622583,"score_gpt":0.2480253541348997,"score_spread":0.2368043585186738,"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."}}