{"id":"W7077064119","doi":"10.33423/jabe.v27i4.7779","title":"Gen Z Digital Media Usage and Trust","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital media; Media consumption; Media use; Social media; Politics; News media; Presidential system; Empirical research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147046,0.0001218537,0.0001676793,0.001071043,0.0007413911,0.002310363,0.0001619519,0.0003216919,0.00400618],"category_scores_gemma":[0.007097275,0.0001575426,0.0001798768,0.001621358,0.0008795124,0.001254067,0.00131915,0.0004589122,0.0003692653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009790168,"about_ca_system_score_gemma":0.0004797058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358125,"about_ca_topic_score_gemma":0.01637653,"domain_scores_codex":[0.9991348,0.0003434482,0.00007056267,0.00006859981,0.0002343004,0.0001483768],"domain_scores_gemma":[0.9921279,0.002297216,0.003725574,0.0004721106,0.0006187598,0.0007584412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001007633,0.00005689404,0.972609,0.00003267346,0.00004755693,0.0001201857,0.008376153,0.0001240409,0.00026489,0.001411693,0.0005172008,0.01633886],"study_design_scores_gemma":[0.000006890837,0.00006796272,0.9832436,0.00003711916,0.00002155399,0.0001615691,0.01042464,0.0003526904,0.0001411632,0.0004908974,0.005040733,0.00001108826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932443,0.0002247225,0.00009991162,0.0003442767,0.000005688551,0.000005867312,0.00009214206,0.000003432866,0.005979673],"genre_scores_gemma":[0.9992833,0.0001258227,0.00002742748,0.00002769877,0.000003257781,0.000002073186,0.00003300941,0.00000164206,0.0004958739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358125,"threshold_uncertainty_score":0.02700436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007417561472067844,"score_gpt":0.1757350314938899,"score_spread":0.1683174700218221,"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."}}