{"id":"W4246179742","doi":"10.32920/ryerson.14647974","title":"From having to appearing : identity, abstraction, and commodification in online social networking sites","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Commodification; Subject (documents); Identity (music); Abstraction; Sociology; Key (lock); Social identity theory; Media studies; Computer science; World Wide Web; Aesthetics; Social group; Epistemology; Art; Social science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004518679,0.0005722594,0.0003871235,0.001793985,0.01175654,0.01817987,0.001558244,0.001324362,0.005896779],"category_scores_gemma":[0.009849986,0.0004407197,0.0005503453,0.001657082,0.03095171,0.01752781,0.02145678,0.003248441,0.0004299773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002657391,"about_ca_system_score_gemma":0.001816847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540383,"about_ca_topic_score_gemma":0.003300776,"domain_scores_codex":[0.9893559,0.007450926,0.0002649189,0.0006420754,0.001414723,0.0008715348],"domain_scores_gemma":[0.9945756,0.002800679,0.0008303029,0.0009003918,0.000254123,0.000638862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001251489,0.0001103311,0.005665493,0.0001489077,0.00001651372,0.0005698894,0.7044953,0.000267062,0.001444348,0.2569346,0.0007913049,0.02943115],"study_design_scores_gemma":[0.00004189725,0.0001761803,0.008638788,0.0003469268,0.0000472877,0.001147758,0.7796097,0.001106126,0.001696866,0.1260159,0.08110164,0.00007083204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8138152,0.001057366,0.006746456,0.00439306,0.0001174846,0.00006131994,0.00003091281,0.00005720283,0.1737211],"genre_scores_gemma":[0.9960789,0.0002162936,0.00077399,0.0001473563,0.00001927219,0.00002218846,0.00001035672,0.00002036079,0.002711309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01817987,"threshold_uncertainty_score":0.02389729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08294892664813046,"score_gpt":0.3726566080404999,"score_spread":0.2897076813923695,"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."}}