{"id":"W4225584686","doi":"10.1016/j.copsyc.2022.101351","title":"Who benefits most from using social media, the socially rich or the socially poor?","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jacobs Foundation; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Canadian Institute for Advanced Research","keywords":"Psychology; Social psychology; Preference; Social capital; Interpersonal communication; Social media; Value (mathematics); Empirical research; Epistemology; Sociology; Social science; Microeconomics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001123569,0.0003606085,0.001099019,0.00156095,0.0003303734,0.001398543,0.0003878028,0.001388304,0.002204616],"category_scores_gemma":[0.002675878,0.0001579641,0.0006400858,0.001197308,0.0007276838,0.00177166,0.0008030782,0.0009953798,0.0005298849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364898,"about_ca_system_score_gemma":0.001191935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00260365,"about_ca_topic_score_gemma":0.004826439,"domain_scores_codex":[0.9995845,0.0001754452,0.00005359397,0.00006467726,0.00007668999,0.00004502035],"domain_scores_gemma":[0.9992091,0.0005356111,0.0001235187,0.000008873356,0.00006579328,0.00005712301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009892481,0.0000886724,0.003991271,0.0319194,0.0004413453,0.0001826634,0.0008115412,0.0000577825,0.0003624497,0.005664231,0.0115609,0.9448209],"study_design_scores_gemma":[0.000120761,0.0003736163,0.0740401,0.156566,0.003163377,0.004895716,0.009812759,0.0001864193,0.001006305,0.01582054,0.7338695,0.0001448453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002348454,0.9924288,0.0001159886,0.003079793,0.0002196353,0.00001242037,0.00006443424,0.000003283328,0.001727106],"genre_scores_gemma":[0.00933272,0.9891304,0.0001980481,0.0007633058,0.0001781075,0.00002083231,0.00004466981,0.000001693407,0.0003301446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00260365,"threshold_uncertainty_score":0.00737524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3528612002533889,"score_gpt":0.5074282999292676,"score_spread":0.1545670996758787,"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."}}