{"id":"W2101301812","doi":"10.5539/ass.v10n10p23","title":"The Simulation Study of Spread and Evolution about Network Opinion on Education","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Technology and Security Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Southwest University; Ministry of Education of the People's Republic of China","keywords":"NetLogo; Interpersonal communication; Opinion leadership; Computer science; Telecommunications network; Psychology; Social psychology; Telecommunications; Public relations; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000977748,0.00004893532,0.00006614374,0.00004736233,0.0009533667,0.00007970485,0.0005136664,0.00004569702,1.37869e-7],"category_scores_gemma":[0.0001152158,0.00003760326,0.00001141188,0.000616244,0.0002630184,0.0002588582,0.0000939919,0.00007237789,0.000002787303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423224,"about_ca_system_score_gemma":0.00007597425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004720291,"about_ca_topic_score_gemma":0.0000359258,"domain_scores_codex":[0.9991407,0.0001054337,0.0001277444,0.0002103251,0.0002632886,0.0001524869],"domain_scores_gemma":[0.9994705,0.00008472272,0.0001166646,0.0002241029,0.00007874639,0.00002531986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002486647,0.0000659108,0.003321122,0.000001548172,0.000001279122,1.744006e-8,0.003706683,0.00005368386,0.00002741768,0.5664645,0.00006465444,0.4262906],"study_design_scores_gemma":[0.0001494136,0.0003091122,0.9407429,0.00001866588,0.000001577055,7.29002e-7,0.001468707,0.0178122,0.00002092008,0.0369677,0.002424757,0.00008337272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6956611,0.0003588557,0.2167429,0.004597409,0.005402455,0.001445856,6.554936e-7,0.0003279007,0.07546285],"genre_scores_gemma":[0.999676,0.000001889263,0.000112061,0.00002896312,0.0001584987,0.000007839206,1.223703e-7,0.000001332233,0.0000133074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9374217,"threshold_uncertainty_score":0.7332622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002039975754283,"score_gpt":0.2881981548656606,"score_spread":0.2781777551081178,"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."}}