{"id":"W4408587958","doi":"10.3389/fcomm.2025.1546333","title":"University, social media, and student engagement: the challenge of “trust” in organizational communication. A voice from European university researchers to foster inclusion in higher education","year":2025,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Social media; Public relations; Pedagogy; Higher education; Political science; Sociology; Chemistry; Media studies; Psychology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176594,0.0003684186,0.0005140679,0.002151769,0.007958685,0.02210005,0.0009453619,0.005380024,0.006613545],"category_scores_gemma":[0.02313427,0.0004101185,0.0005193457,0.001866378,0.02111838,0.02415709,0.01762099,0.007750038,0.0007736856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109221,"about_ca_system_score_gemma":0.00409121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003158259,"about_ca_topic_score_gemma":0.004693718,"domain_scores_codex":[0.9857422,0.01059402,0.0003121415,0.0007990841,0.00159034,0.0009622482],"domain_scores_gemma":[0.9650623,0.02324576,0.003120493,0.001440301,0.001729333,0.005401847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001413274,0.0002404379,0.02188893,0.0007467511,0.0001487549,0.0006088563,0.3250737,0.0002577306,0.0004622795,0.3706082,0.04350163,0.2363214],"study_design_scores_gemma":[0.00004322039,0.0003017951,0.02904906,0.002969371,0.0001002151,0.001035497,0.3305064,0.0008893459,0.0005482964,0.2811222,0.3532411,0.0001934569],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.164365,0.07699735,0.007395283,0.5861837,0.002561291,0.00005528069,0.0001370184,0.0001027629,0.1622023],"genre_scores_gemma":[0.9660609,0.01354525,0.0007755904,0.01347539,0.0007870998,0.00006340005,0.00002472517,0.00004087384,0.005226847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02210005,"threshold_uncertainty_score":0.06222498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0566372189238672,"score_gpt":0.3281983373498391,"score_spread":0.2715611184259719,"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."}}