{"id":"W2004472124","doi":"10.1145/2789187.2789188","title":"Introduction to the 2015 social media and society conference","year":2015,"lang":"en","type":"article","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Social media; Media studies; Work (physics); Library science; Political science; Sociology; Public relations; Computer science; Engineering; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003478596,0.001178954,0.0006392164,0.002446348,0.003473332,0.01077796,0.001258141,0.002937463,0.1680408],"category_scores_gemma":[0.006916273,0.0003605881,0.0008195193,0.001982188,0.001071878,0.006341316,0.004411774,0.004888793,0.07710852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004606217,"about_ca_system_score_gemma":0.005795219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007976584,"about_ca_topic_score_gemma":0.01551049,"domain_scores_codex":[0.9978144,0.0004231207,0.0001467622,0.0003097141,0.0009514761,0.0003544346],"domain_scores_gemma":[0.9969189,0.0002992775,0.0001281239,0.000137191,0.001198907,0.00131769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001213733,0.00002976254,0.0001223594,0.00007157553,0.000001940303,0.00002156737,0.00008563055,0.00004973344,0.00006232126,0.004230946,0.9715919,0.02372018],"study_design_scores_gemma":[0.000001843971,0.000009260213,0.0004298041,0.000108314,9.770922e-7,0.00001573742,0.0001104853,0.00002213097,0.00002366993,0.0007061635,0.9985641,0.000007433725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002396823,0.04035778,0.003410043,0.09786077,0.3188677,0.0007628092,0.00566323,0.001119909,0.529561],"genre_scores_gemma":[0.02024421,0.02855102,0.00222565,0.02977172,0.04948227,0.0007682877,0.007492271,0.0006297667,0.8608347],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1680408,"threshold_uncertainty_score":0.5621526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07601954842967291,"score_gpt":0.3509386041426549,"score_spread":0.274919055712982,"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."}}