{"id":"W2347830075","doi":"","title":"Measurement and Analysis of Information Propagation in Online Social Networks Like Microblog","year":2013,"lang":"en","type":"article","venue":"Xi'an Jiaotong Daxue xuebao","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microblogging; Popularity; Social media; GRASP; Statistic; Computer science; Connotation; The Internet; Social network (sociolinguistics); World Wide Web; Statistics; Mathematics; Psychology; Social psychology","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":[0.000727961,0.0004639668,0.0003062221,0.002748486,0.000373931,0.0005407092,0.0003624847,0.0003509315,0.0005431372],"category_scores_gemma":[0.004115304,0.000153695,0.0002595314,0.001890801,0.0003880278,0.001404909,0.0003293633,0.0004422046,0.0001603555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682281,"about_ca_system_score_gemma":0.0002359888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339191,"about_ca_topic_score_gemma":0.001447333,"domain_scores_codex":[0.9994726,0.0001934754,0.00002052274,0.00008767846,0.0001838695,0.00004192232],"domain_scores_gemma":[0.9974546,0.001465035,0.0004613423,0.0001871232,0.000339786,0.00009209316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004695997,0.0006827209,0.2523619,0.0006324997,0.0003530659,0.0007677465,0.001715881,0.2112928,0.08116533,0.03030177,0.003800087,0.4164566],"study_design_scores_gemma":[0.000007194544,0.0001312295,0.08295931,0.00001731305,0.00003675295,0.0003062977,0.0003942469,0.8972156,0.01134703,0.006301151,0.001243017,0.00004088909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7168623,0.0005300568,0.2771327,0.0002811559,0.00004290854,0.00008422351,0.000621965,0.0006517012,0.00379311],"genre_scores_gemma":[0.9776038,0.0001885885,0.02138112,0.00001133538,0.00002282819,0.00003389364,0.0002795985,0.00001563284,0.0004632059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002748486,"threshold_uncertainty_score":0.004651129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290735497412874,"score_gpt":0.2429812044204303,"score_spread":0.2300738494463015,"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."}}