{"id":"W4405232867","doi":"10.20355/jcie29676","title":"Social Media: Influences on Education","year":2024,"lang":"en","type":"article","venue":"Journal of Contemporary Issues in Education","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Social media; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001186666,0.0001860568,0.000195863,0.001787871,0.001949374,0.004549771,0.0003334641,0.0007570822,0.01707907],"category_scores_gemma":[0.007512572,0.0001425146,0.0002478085,0.002684401,0.00171582,0.001979986,0.001820595,0.001008858,0.0008579326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541534,"about_ca_system_score_gemma":0.002157729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02013983,"about_ca_topic_score_gemma":0.02460797,"domain_scores_codex":[0.9978932,0.001093607,0.00006790828,0.0001778326,0.0003856117,0.0003818815],"domain_scores_gemma":[0.9878434,0.007352209,0.001276019,0.0001765598,0.001053604,0.002298164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006286547,0.001370821,0.6810562,0.0006371947,0.0001677325,0.001578547,0.05526952,0.0003103226,0.001307149,0.04934829,0.01773864,0.1905869],"study_design_scores_gemma":[0.00002437277,0.0001390108,0.889423,0.0006358295,0.00009046293,0.0003068144,0.04335685,0.0001898386,0.0006916379,0.003331122,0.0617705,0.00004058571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.82245,0.01415258,0.0003009313,0.02270244,0.0004742617,0.00004435684,0.0009472484,0.00003040811,0.1388978],"genre_scores_gemma":[0.9922633,0.003645971,0.00006730644,0.0003560405,0.0001675523,0.00001057625,0.0000466565,0.00001358279,0.00342919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02013983,"threshold_uncertainty_score":0.05713522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03356438493006753,"score_gpt":0.4126832150593553,"score_spread":0.3791188301292878,"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."}}