{"id":"W4327966830","doi":"10.54691/bcpbm.v41i.4424","title":"Exploring the Impacts of TikTok on the Academic Performance of Chinese Secondary School Students","year":2023,"lang":"en","type":"article","venue":"BCP Business & Management","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Spare time; Variety (cybernetics); Psychology; Quality (philosophy); Medical education; Medicine; Computer science; Engineering; Operations management","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":[],"consensus_categories":[],"category_scores_codex":[0.002302047,0.0001018291,0.0001321186,0.0001323645,0.0003220263,0.00002940651,0.0007131931,0.00002491605,0.00013727],"category_scores_gemma":[0.0005224559,0.00005593696,0.00004308785,0.001484046,0.0001450378,0.0003250466,0.0001907011,0.0001625078,0.00006594245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005589922,"about_ca_system_score_gemma":0.0001072346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569426,"about_ca_topic_score_gemma":0.00001789624,"domain_scores_codex":[0.9984627,0.0001646337,0.0002385757,0.0001346263,0.0007480979,0.0002513778],"domain_scores_gemma":[0.9990602,0.0003146958,0.000163511,0.0002855555,0.000117868,0.00005823727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001510366,0.0003276627,0.1700892,0.0007752829,0.0003142215,0.000004235638,0.02765348,0.0007978582,0.0007090542,0.01075917,0.009764794,0.778654],"study_design_scores_gemma":[0.0001143989,0.000005920233,0.9902017,0.0001424178,0.00001404254,9.077122e-8,0.004030937,0.00001292182,0.00007894926,0.001020262,0.004316044,0.0000622759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898279,0.00007304765,0.000001363746,0.005383277,0.0006213164,0.0004392435,0.000003191236,0.00002733492,0.003623282],"genre_scores_gemma":[0.9954956,0.00272499,0.00007851068,0.0002445691,0.0002139832,0.00008345036,0.000002279392,0.00001045144,0.001146161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8201125,"threshold_uncertainty_score":0.2476799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341914084690033,"score_gpt":0.4121988020198775,"score_spread":0.2780073935508742,"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."}}