{"id":"W4309427182","doi":"10.1016/j.jbusres.2022.113419","title":"Social media usage, materialism and psychological well-being among immigrant consumers","year":2022,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Acculturation; Cosmopolitanism; Materialism; Mainstream; Social psychology; Social identity theory; Ethnic group; Psychology; Sociology; Biculturalism; Identity (music); Social media; System justification; Social group; Ideology; Political science; Aesthetics; Epistemology; Anthropology; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005992883,0.00009464842,0.0002787041,0.0005193455,0.002117045,0.000206162,0.0007043065,0.0001513143,0.000856376],"category_scores_gemma":[0.001509939,0.00008393451,0.00006124661,0.001079186,0.00184853,0.0002662629,0.0003431503,0.001100424,0.000009467295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286237,"about_ca_system_score_gemma":0.0001941636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007293567,"about_ca_topic_score_gemma":0.0001455766,"domain_scores_codex":[0.9959747,0.001150556,0.0003641749,0.0001691405,0.001754039,0.0005873572],"domain_scores_gemma":[0.9986677,0.0002720936,0.0002327772,0.000104347,0.000560973,0.0001621546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004811715,0.003861961,0.4945336,0.0002629727,0.0004792425,0.007003453,0.1421541,0.00002627021,0.03084792,0.01923314,0.1839115,0.1128741],"study_design_scores_gemma":[0.002001102,0.0001780566,0.9312634,0.00006591035,0.00002483644,0.000202423,0.02917075,0.000005931368,0.0002118683,0.009702523,0.02692338,0.0002497656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986195,0.0001288184,0.00001058477,0.01025705,0.0008092526,0.0001353846,0.000003230649,0.00002353709,0.002437199],"genre_scores_gemma":[0.9988502,0.0003216011,0.00008305212,0.00007459258,0.0003611169,0.000005300426,9.315284e-7,0.00001306554,0.000290143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4367298,"threshold_uncertainty_score":0.999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09636183262220206,"score_gpt":0.4248302185942742,"score_spread":0.3284683859720721,"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."}}