{"id":"W2114248960","doi":"10.5539/ies.v5n3p56","title":"The Use of Social Networking Sites among Malaysian University Students","year":2012,"lang":"en","type":"article","venue":"International Education Studies","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Informal learning; Population; Online learning; Mathematics education; Pedagogy; Sociology; Multimedia; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006765288,0.0002013742,0.0002608591,0.001267086,0.0006473347,0.001528941,0.0002796025,0.0004897855,0.001963484],"category_scores_gemma":[0.002166546,0.0002096343,0.0002347989,0.0008841484,0.0003740972,0.0009358592,0.0006500655,0.0005747139,0.0003830927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571265,"about_ca_system_score_gemma":0.000442377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794957,"about_ca_topic_score_gemma":0.008473288,"domain_scores_codex":[0.9994748,0.0001552834,0.00007138796,0.00005345304,0.0001466204,0.00009842325],"domain_scores_gemma":[0.9978872,0.000495764,0.0007784195,0.00006537852,0.00027361,0.0004995549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003311838,0.0001335734,0.9758835,0.00006040668,0.00001887587,0.0001724247,0.01066479,0.00002538885,0.0007402725,0.00008291746,0.0001613505,0.01202335],"study_design_scores_gemma":[0.000001670958,0.0002567562,0.9619558,0.00007838101,0.00002187147,0.0005315611,0.0351465,0.0001132425,0.0002763678,0.00003469814,0.001567979,0.00001521131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988846,0.0001302399,0.00001635649,0.00005003024,0.000002654499,0.000005603989,0.00004989407,0.000001179115,0.0008595288],"genre_scores_gemma":[0.9991461,0.0002473391,0.00004481755,0.00002393947,0.000003667027,0.000005972716,0.00003318617,8.022025e-7,0.0004941529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003794957,"threshold_uncertainty_score":0.007545769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108287288707156,"score_gpt":0.4192553707540537,"score_spread":0.3109680820468977,"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."}}