{"id":"W4247466291","doi":"10.2139/ssrn.2663153","title":"Social Media Definition and the Governance Challenge - An Introduction to the Special Issue","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Corporate governance; Social media; Political science; Public relations; Sociology; Law and economics; Business; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006445451,0.0000901697,0.0001118757,0.00002824027,0.001447332,0.0001956524,0.0004517941,0.00007889173,0.00004428726],"category_scores_gemma":[0.001511064,0.0000578476,0.00003990627,0.00019671,0.0002664908,0.0005521388,0.0000824125,0.0009994248,0.00004589572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006769077,"about_ca_system_score_gemma":0.000906772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008473502,"about_ca_topic_score_gemma":0.0704972,"domain_scores_codex":[0.9976588,0.0006279185,0.0001600374,0.0001767463,0.0005188176,0.0008577124],"domain_scores_gemma":[0.9994223,0.00006414042,0.0001333766,0.000150783,0.000121742,0.0001076977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000216961,0.00002824886,0.000009637512,7.013372e-7,0.00001513307,3.501682e-7,0.03353437,9.353508e-7,0.000002323603,0.8892592,0.01434142,0.06259074],"study_design_scores_gemma":[0.0005627362,0.00009796126,0.0001694179,0.000001437915,0.00001661691,0.0000268866,0.02277746,0.000005216256,0.000002981599,0.5989869,0.3772815,0.00007095138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07559375,0.00429848,0.001926002,0.8983936,0.005097624,0.0007637956,0.00001518217,0.00008386378,0.01382767],"genre_scores_gemma":[0.8842003,0.007350641,0.0000342261,0.0002547992,0.1079519,0.00001597441,0.000005806389,0.0000106426,0.0001757392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8981388,"threshold_uncertainty_score":0.9998527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198363841191961,"score_gpt":0.2875537909289717,"score_spread":0.2555701525170521,"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."}}