{"id":"W4403242216","doi":"10.1007/s10964-024-02097-1","title":"Adolescents and Social Media: Longitudinal Links Between Motivations for Using Social Media and Subsequent Internalizing Symptoms","year":2024,"lang":"en","type":"article","venue":"Journal of Youth and Adolescence","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council","keywords":"Psychology; Health psychology; Legal psychology; Extraversion and introversion; Social media; Developmental psychology; Longitudinal study; Social psychology; Personality; Big Five personality traits; Public health; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009114411,0.0001968155,0.000386598,0.0002718029,0.0008019071,0.000333021,0.0002335,0.0003668456,0.000003087964],"category_scores_gemma":[0.000507045,0.0001813333,0.0001102805,0.0002155982,0.0007936462,0.0004959466,0.000100373,0.0007758714,5.4751e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445769,"about_ca_system_score_gemma":0.0002023488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003078433,"about_ca_topic_score_gemma":0.00006767346,"domain_scores_codex":[0.9982756,0.0001017134,0.0004798225,0.0002499107,0.0004587171,0.0004342343],"domain_scores_gemma":[0.9990488,0.000186299,0.0003031863,0.00005033836,0.0001888795,0.0002224893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055566,0.00007657283,0.902329,0.0004097848,0.0001310858,0.00003733628,0.05859974,3.556676e-7,0.0005139754,0.001407692,0.0001446992,0.03624416],"study_design_scores_gemma":[0.001537235,0.00009180796,0.9720843,0.003309858,0.0004692595,0.000066083,0.01872601,0.00009060016,0.0002776954,0.002796988,0.0001311282,0.0004189709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939173,0.001232822,0.002158015,0.001766357,0.0006510581,0.0001538329,0.00006413522,0.0000451686,0.00001124829],"genre_scores_gemma":[0.997522,0.0001813825,0.0003810191,0.00007530395,0.001808076,7.786296e-7,0.000002792032,0.00002098898,0.000007671054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06975532,"threshold_uncertainty_score":0.7394559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916710429492888,"score_gpt":0.3369994780448384,"score_spread":0.2678323737499095,"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."}}