{"id":"W4413912426","doi":"10.5267/j.ijdns.2024.9.014","title":"Does promoting student satisfaction factors, and experience via social media enhance their loyalty? The mediating role of positive eWOM and university’s image","year":2025,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loyalty; Social media; Psychology; Advertising; Social psychology; Business; Computer science; Marketing; World Wide Web","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":[0.001814775,0.00007195269,0.000141131,0.0001816198,0.0003488774,0.0001903514,0.001227228,0.00003468066,0.000007963399],"category_scores_gemma":[0.0006311961,0.00003641171,0.00001801561,0.0003751648,0.0009165764,0.001232849,0.0008583933,0.0001680133,1.363905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002719084,"about_ca_system_score_gemma":0.00007635012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001845951,"about_ca_topic_score_gemma":0.00009264763,"domain_scores_codex":[0.9985475,0.00008156497,0.000319145,0.0002402922,0.0007005368,0.000110968],"domain_scores_gemma":[0.9981742,0.0007349743,0.0004584329,0.0001412359,0.0004470337,0.00004412312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003476022,0.00002167195,0.8301181,9.480363e-7,0.00002295806,0.000004961872,0.01470223,0.000002679657,0.01193677,0.001025155,0.00005938708,0.1420704],"study_design_scores_gemma":[0.0001616481,0.00002175763,0.9699248,0.0000449794,0.00001141492,0.00001545317,0.02223977,0.0009343622,0.002904479,0.003486099,0.0002062832,0.00004896688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949208,0.0001566121,0.002857076,0.001468411,0.0004678651,0.00004585869,0.00005237416,0.000004505191,0.0000264238],"genre_scores_gemma":[0.9988302,0.0001683027,0.0008797355,0.00003722825,0.00007385739,1.702826e-7,0.000001603936,0.000001304445,0.000007608101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420215,"threshold_uncertainty_score":0.3377164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044535003279491,"score_gpt":0.3717270608336052,"score_spread":0.3412817108008103,"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."}}