{"id":"W7132935095","doi":"","title":""I Work in Social": Community Managers and Personal Branding in Social Media","year":2017,"lang":"","type":"dissertation","venue":"TSpace","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Media relations; Media management; Digital media; Casual; Work (physics); Marketing buzz; Social media optimization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003864278,0.0004531311,0.000315455,0.0007898885,0.01172858,0.015284,0.0009999169,0.003766059,0.01632078],"category_scores_gemma":[0.005590227,0.0003256441,0.0003068483,0.001439882,0.01754627,0.01783967,0.004339029,0.003609215,0.00315332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003962334,"about_ca_system_score_gemma":0.004192173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116147,"about_ca_topic_score_gemma":0.02194931,"domain_scores_codex":[0.9975667,0.001197317,0.00006443857,0.0003621669,0.000429958,0.0003793511],"domain_scores_gemma":[0.997372,0.001151069,0.0002730216,0.0001711864,0.0004092653,0.0006234639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003679691,0.00009491032,0.004359045,0.0004287584,0.00001386371,0.0005650562,0.5445218,0.00009101351,0.0009394626,0.189661,0.1739751,0.0853134],"study_design_scores_gemma":[0.00001173407,0.0000808314,0.002941831,0.0007281685,0.0000126589,0.0004445236,0.40844,0.0003703243,0.0004744453,0.02594684,0.5605119,0.00003671158],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1102137,0.0130435,0.0119194,0.5563026,0.009357614,0.0002569963,0.0003030577,0.0001731609,0.29843],"genre_scores_gemma":[0.8034509,0.01129674,0.005164929,0.05576587,0.002272116,0.0002741916,0.0001383663,0.0002757446,0.1213611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01632078,"threshold_uncertainty_score":0.05459851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09074554657463499,"score_gpt":0.4066796500130488,"score_spread":0.3159341034384139,"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."}}