{"id":"W7151789332","doi":"10.14710/jiab.2025.46509","title":"PENGARUH VARIETY SEEKING DAN E-WOM TERHADAP BRAND SWITCHING PADA PENGGUNA SAMSUNG KE IPHONE (Studi Pada Generasi Z di Kota Semarang)","year":2025,"lang":"","type":"article","venue":"Jurnal Ilmu Administrasi Bisnis","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Variety (cybernetics); Sample (material); Quarter (Canadian coin); Order (exchange); Index (typography)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00748648,0.002863538,0.00398256,0.001567011,0.01020452,0.0006831206,0.003205213,0.004677012,0.0008938721],"category_scores_gemma":[0.003149915,0.003033188,0.001279198,0.003520133,0.001056965,0.001033353,0.002193953,0.0155965,0.0002676883],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967242,"about_ca_system_score_gemma":0.01486116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684579,"about_ca_topic_score_gemma":0.00578741,"domain_scores_codex":[0.9758767,0.005018085,0.006918953,0.004007308,0.002199292,0.005979608],"domain_scores_gemma":[0.9838144,0.005826819,0.00291591,0.004039183,0.001057851,0.00234588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00202089,0.003977558,0.7113033,0.006756473,0.002045683,0.002752763,0.01059605,0.00002235071,0.04852015,0.002087186,0.01634177,0.1935759],"study_design_scores_gemma":[0.009561648,0.001434445,0.6782712,0.007102446,0.002697082,0.0006627817,0.01965736,0.001500822,0.004937071,0.0002498548,0.2699718,0.00395349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396778,0.008163532,0.004330184,0.02420127,0.01215135,0.005444215,0.0004983621,0.001154138,0.004379092],"genre_scores_gemma":[0.9766921,0.005874997,0.00259143,0.00579191,0.00149573,0.0006533756,0.0001478718,0.0004931529,0.006259458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.25363,"threshold_uncertainty_score":0.9984096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05306840889669479,"score_gpt":0.3849820510398712,"score_spread":0.3319136421431764,"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."}}