{"id":"W4399868699","doi":"10.56943/jssh.v2i2.309","title":"SOCIAL MEDIA AND STUDENTS' ACADEMIC PERFORMANCE","year":2023,"lang":"en","type":"article","venue":"Journal Of Social Sciences And Humanites","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Social media; Mathematics education; Psychology; Sociology; Media studies; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002312361,0.00008023938,0.000183954,0.0002316024,0.003094993,0.0002251624,0.0004749216,0.0001443019,0.00003619933],"category_scores_gemma":[0.000270085,0.00006737116,0.00004275186,0.0005020655,0.002164425,0.00053558,0.0001237854,0.0003273415,0.000007989053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004316362,"about_ca_system_score_gemma":0.00009915563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002676693,"about_ca_topic_score_gemma":0.0001012002,"domain_scores_codex":[0.9984291,0.00007240823,0.00024234,0.0001103499,0.0008056315,0.0003401392],"domain_scores_gemma":[0.9994228,0.0001286462,0.0002670518,0.00001896516,0.00008756536,0.00007500184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003741962,0.00007552675,0.6540886,0.00003952998,0.0000505754,0.00001863087,0.2111589,5.928758e-7,0.0004715734,0.06243595,0.01978733,0.05183537],"study_design_scores_gemma":[0.0004476594,0.000122252,0.932496,0.00004226175,0.00002767129,0.000006790583,0.0432814,0.000006997931,0.00002877904,0.01365307,0.009731357,0.0001557264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926003,0.0002437494,4.919738e-7,0.004862579,0.0002431918,0.00004938469,0.000001281881,0.00003957666,0.001959462],"genre_scores_gemma":[0.9972959,0.001405964,0.00002236117,0.0001638237,0.0008337166,6.278107e-7,1.670841e-7,0.00000433984,0.0002731724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2784074,"threshold_uncertainty_score":0.9982029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06927961977015701,"score_gpt":0.4021689371577724,"score_spread":0.3328893173876154,"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."}}