{"id":"W4413958615","doi":"10.5267/j.jpm.2025.7.005","title":"Examining the mediating role of user attitudes in the relationship between social media characteristics and e-project management adoption: An empirical analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Psychology; Knowledge management; Empirical research; Business; Computer science; World Wide Web; Epistemology","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":[0.007407395,0.0001406147,0.0004115851,0.001917867,0.0002571093,0.0001917166,0.0009857498,0.0001020339,0.00001218739],"category_scores_gemma":[0.0006458096,0.00007924208,0.000138084,0.00315186,0.0001488734,0.0002662981,0.0002893323,0.0004296009,0.000001616296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005937558,"about_ca_system_score_gemma":0.00004149846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000873402,"about_ca_topic_score_gemma":0.00005498171,"domain_scores_codex":[0.9965442,0.0007111212,0.001202374,0.000254728,0.001102667,0.0001848683],"domain_scores_gemma":[0.9969313,0.001677719,0.0008416477,0.0003859889,0.0001414263,0.00002188913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002558224,0.0000912681,0.9669899,0.00001591767,0.0002313695,0.00001667077,0.00458252,0.000009550975,0.000001631533,0.005571597,0.000531673,0.02193226],"study_design_scores_gemma":[0.0003731569,0.00004999343,0.9663515,0.00003124283,0.0007067931,0.00000244591,0.02817803,0.0000824696,0.000001647836,0.002431925,0.001718843,0.00007193928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954226,0.00009459758,0.00190668,0.001469853,0.0001141381,0.0003262529,0.000008853607,0.00001297591,0.000644028],"genre_scores_gemma":[0.9966099,0.00005190533,0.002935234,0.0001361143,0.00008851048,0.00001841074,0.000006018631,0.000005159218,0.0001487571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0235955,"threshold_uncertainty_score":0.3231398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2524592757904437,"score_gpt":0.4538318841883665,"score_spread":0.2013726083979228,"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."}}