{"id":"W4385690690","doi":"10.4018/ijthi.327949","title":"The Impact of Twitter Users' Characteristics on Behaviors","year":2023,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Carolina at Greensboro; Hospital for Sick Children; University of Toronto; University of Alabama; Northern Kentucky University; University of Delhi; University of Cincinnati; North Carolina State University; North Dakota State University; Wayne State University; University of Minnesota","keywords":"Followership; Psychology; Power (physics); Structural equation modeling; Social psychology; Social capital; Computer science; Knowledge management; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002691844,0.00004626354,0.00008855223,0.000424927,0.0002039417,0.00003836353,0.0002290205,0.00009200883,0.00004763973],"category_scores_gemma":[0.0004236228,0.0000328427,0.00008122134,0.0001281417,0.0002853966,0.000101205,0.00002402546,0.0002418022,0.000009970468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080747,"about_ca_system_score_gemma":0.00004879612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002062625,"about_ca_topic_score_gemma":0.00003878658,"domain_scores_codex":[0.9993678,0.00004837323,0.0002340206,0.00004271416,0.0002077089,0.00009940486],"domain_scores_gemma":[0.9990557,0.0002443854,0.0003133675,0.00004552896,0.0003120879,0.00002897418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004822467,0.0002531483,0.6958636,0.000005018925,0.0006401948,0.0001009001,0.02207936,0.000009081137,0.01107999,0.2048086,0.01285884,0.05181901],"study_design_scores_gemma":[0.001067668,0.001504472,0.7780098,0.0003292087,0.00009491362,0.0001039401,0.04554316,0.00002454016,0.005544377,0.07060046,0.09692309,0.0002543796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939743,0.000008033104,0.000004301212,0.003566498,0.001746874,0.00003196453,0.000004133918,0.00001839665,0.0006454769],"genre_scores_gemma":[0.9990603,0.0001471109,0.000005917283,0.00002745854,0.0004458776,0.000001719317,0.000001710128,0.000003796768,0.0003060548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1342081,"threshold_uncertainty_score":0.1568576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468079346216416,"score_gpt":0.4245157885107004,"score_spread":0.3898349950485362,"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."}}