{"id":"W1569355816","doi":"10.5204/mcj.818","title":"Digital Traces of the Persona through Ten Years of Facebook","year":2014,"lang":"en","type":"article","venue":"M/C Journal","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Persona; Internet privacy; Social media; Apprehension; Covert; Point (geometry); World Wide Web; Upload; Media studies; Computer science; Sociology; History; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003410521,0.00003131916,0.00007584393,0.0000109813,0.0001712759,0.00004886356,0.000218443,0.00003756462,0.0001383019],"category_scores_gemma":[0.0001968757,0.00002279241,0.0001110055,0.00008668676,0.0002823435,0.0001560669,0.00001336074,0.0001121261,0.000008375175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000241317,"about_ca_system_score_gemma":0.0001348717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005881211,"about_ca_topic_score_gemma":0.00004319049,"domain_scores_codex":[0.9993771,0.00007572804,0.000129495,0.00003928298,0.0002784496,0.00009989886],"domain_scores_gemma":[0.9996252,0.00006685737,0.0001420328,0.00006045345,0.00006693384,0.00003850879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001486096,0.0002264754,0.1444831,0.00002106954,0.00008449356,6.332926e-7,0.6520551,0.00007252066,0.000390926,0.06620403,0.00547222,0.1309745],"study_design_scores_gemma":[0.0006610798,0.0001238373,0.279121,0.00009872073,0.00004806921,0.00001344465,0.2256112,0.000219307,0.0001581781,0.01866966,0.4750341,0.0002413766],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590291,0.00004655264,0.0001796015,0.001645491,0.0005079135,0.00007428462,0.000006306949,0.000005395691,0.1385054],"genre_scores_gemma":[0.9934145,0.00003336675,0.0001142893,0.00008223602,0.0001316812,5.408693e-7,2.301632e-7,0.000003190819,0.006219934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4695619,"threshold_uncertainty_score":0.1514309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053027395412976,"score_gpt":0.2965794179419671,"score_spread":0.2760491439878373,"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."}}