{"id":"W6979747039","doi":"","title":"Adolescents’ Perceptions of Social Media’s Impact on Mental Health and Well-Being During their Transition to University","year":2024,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Thematic analysis; Perception; Affordance; Reflexivity; Social media; Coping (psychology); Transition (genetics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001819817,0.0002032341,0.0002363432,0.001040163,0.001230701,0.003169652,0.0002740792,0.0004692965,0.002353972],"category_scores_gemma":[0.004371942,0.000191959,0.0003161426,0.0005983998,0.001040807,0.001460177,0.00170679,0.0009085096,0.0001818046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008840115,"about_ca_system_score_gemma":0.00072378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004819133,"about_ca_topic_score_gemma":0.009864124,"domain_scores_codex":[0.999175,0.0003848929,0.00006157182,0.00004180573,0.0001595949,0.0001771293],"domain_scores_gemma":[0.9967878,0.001436042,0.0007429906,0.00005492356,0.00025777,0.000720474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001461872,0.00031867,0.7072428,0.0001978077,0.00005318952,0.0008063331,0.2540222,0.0001234438,0.001983224,0.002040499,0.0007230909,0.03234249],"study_design_scores_gemma":[0.00000845599,0.0002991253,0.464463,0.0002562613,0.00005498434,0.0005589596,0.5241162,0.0002577328,0.0006336942,0.0003450335,0.008978113,0.00002839213],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997489,0.0002371985,0.00006551605,0.0002641803,0.0000086144,0.00001048475,0.00002919833,0.000002288971,0.001893561],"genre_scores_gemma":[0.9991847,0.0003076006,0.00005701049,0.00004270137,0.000004637539,0.00001015971,0.00001743251,0.000001436152,0.0003743888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004819133,"threshold_uncertainty_score":0.009624243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209659905269013,"score_gpt":0.2666216521526683,"score_spread":0.2545250530999782,"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."}}