{"id":"W1842952039","doi":"10.2139/ssrn.2647377","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":186,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Special section; Corporate governance; Social media; Public relations; Political science; Section (typography); Sociology; Business; Engineering; Advertising; 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":[0.006638804,0.00009125013,0.0001129065,0.00002849376,0.001462424,0.0002009484,0.0004600796,0.00008040628,0.00004265452],"category_scores_gemma":[0.001641734,0.00005857453,0.00004005263,0.0002053238,0.0002710977,0.0005409358,0.00008402651,0.001036947,0.00004596672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006830192,"about_ca_system_score_gemma":0.0009744251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007621319,"about_ca_topic_score_gemma":0.06672948,"domain_scores_codex":[0.9976184,0.0006440541,0.0001622303,0.0001794168,0.0005310518,0.0008648032],"domain_scores_gemma":[0.9994034,0.00006572507,0.0001354823,0.0001532643,0.0001330288,0.0001090717],"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":[0.000226464,0.00002776132,0.00000971268,7.187706e-7,0.00001548485,3.47224e-7,0.03243468,0.000001153896,0.000002463903,0.8824428,0.01554234,0.06929613],"study_design_scores_gemma":[0.0005806708,0.00009632138,0.0001702552,0.000001454314,0.00001715602,0.00002905776,0.02409581,0.000005526661,0.00000332277,0.6019329,0.3729952,0.00007229987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06684562,0.004196101,0.002004579,0.9088197,0.00498146,0.0007256152,0.00001321073,0.00008042204,0.01233329],"genre_scores_gemma":[0.8816569,0.007542891,0.00003706477,0.0002604304,0.1102816,0.0000161638,0.000005656824,0.00001084389,0.0001884227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9085593,"threshold_uncertainty_score":0.9998375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307658228503599,"score_gpt":0.290232466937598,"score_spread":0.2594666440872381,"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."}}