{"id":"W2622054390","doi":"10.4018/ijvcsn.2017040103","title":"I ♥ FB","year":2017,"lang":"en","type":"article","venue":"International Journal of Virtual Communities and Social Networking","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gratification; Neglect; Psychology; Uses and gratifications theory; Internet privacy; Limiting; Social psychology; Social network (sociolinguistics); Identity (music); Quarter (Canadian coin); Sociology; Social media; Media studies; World Wide Web; Computer science; Aesthetics; Art; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001373622,0.00006815386,0.0001595239,0.00005585696,0.002393227,0.0009986147,0.0008884519,0.00007445527,0.00002786508],"category_scores_gemma":[0.0002684133,0.00006858166,0.00009798878,0.00001765998,0.000696229,0.0004932884,0.0001902309,0.0002748884,0.000001215927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006259306,"about_ca_system_score_gemma":0.0000946682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115626,"about_ca_topic_score_gemma":0.001177848,"domain_scores_codex":[0.9988284,0.0002369795,0.0002369601,0.00003653144,0.0004988603,0.0001622404],"domain_scores_gemma":[0.9986215,0.000393748,0.000473515,0.00007035147,0.0003787712,0.00006209433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001544115,0.00006910458,0.02287036,0.000003480593,0.0002361027,0.00004589546,0.1637798,0.000003553245,0.000005658479,0.1801408,0.002584955,0.6301059],"study_design_scores_gemma":[0.0008580877,0.0001339248,0.01538484,0.0002833161,0.00003345973,0.00001297357,0.2154367,0.00003874943,0.000002666947,0.01821873,0.7493404,0.0002562052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078243,0.0002906284,0.0001079712,0.009000909,0.0067795,0.00004265412,0.000005215617,0.0000192207,0.1759296],"genre_scores_gemma":[0.9923133,0.000991168,0.00004373881,0.0003245637,0.005845324,5.927575e-7,0.000001442433,0.000007379614,0.0004724915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7467554,"threshold_uncertainty_score":0.9989055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05756010738292003,"score_gpt":0.3593452893357348,"score_spread":0.3017851819528148,"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."}}