{"id":"W3137453770","doi":"10.21810/strm.v10i1.250","title":"Facebook for Facebook's Sake","year":2018,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Aestheticism; Mainstream; Aesthetics; Beauty; Sociology; Dignity; Psychic; Philosophy of technology; Argument (complex analysis); Cyberpsychology; Media studies; Art; Social media; Computer science; Epistemology; Law; Political science; World Wide Web; Philosophy; Philosophy of science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001570475,0.0001031235,0.000216609,0.0001080303,0.001572319,0.00006456513,0.001199575,0.00007882173,0.0002384994],"category_scores_gemma":[0.0002022358,0.00009203822,0.0001635309,0.0001233305,0.0006414868,0.0003127653,0.0005021927,0.0002080959,0.00004106362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015196,"about_ca_system_score_gemma":0.0001572308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000346229,"about_ca_topic_score_gemma":0.001353554,"domain_scores_codex":[0.9985487,0.0003790752,0.0005090981,0.00008786936,0.0002665465,0.0002086551],"domain_scores_gemma":[0.9973557,0.0004932534,0.0005937029,0.0005953673,0.0008597962,0.0001021827],"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":[0.0009579685,0.0005791297,0.001533649,0.00003770911,0.0004090777,0.000001827471,0.2762572,0.0000177803,0.001649324,0.1070952,0.09498477,0.5164765],"study_design_scores_gemma":[0.001025967,0.001043978,0.001758363,0.000311357,0.00009134351,0.00001189732,0.07566416,0.0001672693,0.001062137,0.0539746,0.8646536,0.0002353541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1176409,0.002607153,0.01068114,0.07362803,0.001850087,0.003171966,0.00002824274,0.0001127674,0.7902797],"genre_scores_gemma":[0.9933895,0.001146533,0.003450369,0.00008536501,0.0004603127,0.00007752824,0.000008058812,0.00001241845,0.001369914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8757486,"threshold_uncertainty_score":0.9997275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389386219429937,"score_gpt":0.3955856252624661,"score_spread":0.3516917630681667,"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."}}