{"id":"W4244128956","doi":"10.33423/jabe.v21i6.2408","title":"The Moderating Role of Social Media Platforms on Self-Esteem and Life Satisfaction: A Case Study of YouTube and Instagram","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Psychology; Life satisfaction; Self-esteem; Addiction; Social psychology; Social life; Sociology; Computer science; Social science; 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":[0.0004493227,0.00007628197,0.000257553,0.00006273029,0.0003907534,0.00008247921,0.00006637267,0.00009276954,0.000001924133],"category_scores_gemma":[0.00003950278,0.00005481495,0.00001660028,0.00006026493,0.0001575814,0.000184435,0.00004316083,0.0001411718,1.62708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003197178,"about_ca_system_score_gemma":0.0001014291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003099508,"about_ca_topic_score_gemma":0.001725381,"domain_scores_codex":[0.9993858,0.000008733223,0.0003308963,0.00007826876,0.00008542937,0.0001108122],"domain_scores_gemma":[0.9992044,0.0001004285,0.0005117146,0.00005579317,0.0000762722,0.00005140186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001667886,0.001073765,0.4615704,0.0001916743,0.0006373733,0.00003188246,0.2551919,0.0009616098,0.0004356441,0.04201586,0.00005307615,0.2361689],"study_design_scores_gemma":[0.004774431,0.0004340067,0.4036978,0.0000448883,0.0001153516,0.0001379091,0.5818673,0.0009010102,0.0001137602,0.00747794,0.0001768191,0.0002586742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999137,0.00004415324,0.000001281697,0.000134578,0.0001073062,0.0001629946,0.000002001786,0.000005083713,0.0004056009],"genre_scores_gemma":[0.9995823,0.0002336541,0.00006812506,0.00002435436,0.00008308126,8.77654e-7,7.778069e-8,0.000005827234,0.000001699685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3266755,"threshold_uncertainty_score":0.3005399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291554136774992,"score_gpt":0.2407844166141445,"score_spread":0.2278688752463946,"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."}}