{"id":"W2155899951","doi":"10.5539/ass.v10n6p107","title":"Addictive Facebook Use among University Students","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Moderation; Cyberpsychology; Qualitative research; Addictive behavior; Social media; Phenomenon; Higher education","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00124064,0.000100325,0.0001290323,0.0001392018,0.003352907,0.0002548458,0.001501855,0.000124894,0.00009922539],"category_scores_gemma":[0.000619585,0.0001142264,0.00005630561,0.001007428,0.005416219,0.001167498,0.0002699371,0.0002112135,0.000162679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005473365,"about_ca_system_score_gemma":0.0002292006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296565,"about_ca_topic_score_gemma":0.0009005913,"domain_scores_codex":[0.9977058,0.0002150549,0.00009063936,0.0003356179,0.001029443,0.0006234429],"domain_scores_gemma":[0.9993218,0.00004122521,0.0001077285,0.0001661378,0.0001371326,0.0002259888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002421312,0.0001862824,0.6721981,0.00000254935,0.00002116134,0.00001812383,0.03121885,1.393074e-7,0.0003091423,0.1241437,0.005116358,0.1667614],"study_design_scores_gemma":[0.0002822864,0.00002506708,0.9417281,0.00001039832,0.000009191158,2.185361e-7,0.01421487,0.000002427674,0.00009894867,0.0009048536,0.04256284,0.000160831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.356453,6.75079e-7,0.0002792489,0.00105382,0.0003035571,0.0003688498,0.00000607886,0.000282511,0.6412522],"genre_scores_gemma":[0.9932191,0.000003015484,0.0001118927,0.0001639108,0.00009552258,0.000001366651,4.450139e-7,0.000005778645,0.006398973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6367661,"threshold_uncertainty_score":0.9979446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530715567693508,"score_gpt":0.3023189273229142,"score_spread":0.2870117716459791,"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."}}