{"id":"W4247424359","doi":"10.29085/9781783302024.037","title":"Engaging with social media","year":2018,"lang":"en","type":"book-chapter","venue":"Facet eBooks","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emily Carr University of Art and Design","funders":"","keywords":"Social media; Active listening; Plan (archaeology); Social media optimization; Dissemination; Public relations; Field (mathematics); Sociology; Media studies; Political science; World Wide Web; Computer science; History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001055059,0.0003083087,0.000295933,0.0001161304,0.0002171451,0.0002552607,0.00119349,0.0002172869,0.0003647034],"category_scores_gemma":[0.000001753488,0.0002516689,0.00008073169,0.00001472253,0.0001229329,0.0002316609,0.0003938941,0.0003693081,0.000550371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001737471,"about_ca_system_score_gemma":0.0001434579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003770322,"about_ca_topic_score_gemma":0.00004576198,"domain_scores_codex":[0.9986609,0.00002083381,0.000176779,0.0004899105,0.0003711877,0.0002803682],"domain_scores_gemma":[0.9991571,0.00005172224,0.0001560166,0.000485125,0.00005322724,0.00009681104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009863811,0.000004909014,0.000004943838,0.00005625379,0.0001006754,0.0000890415,0.01497818,2.229584e-7,0.00002739349,0.9330541,0.01990474,0.0317697],"study_design_scores_gemma":[0.0002829687,0.0000732174,0.0000676448,0.0001289451,0.00002232704,0.00001622941,0.00005098182,0.00007245475,0.0002939439,0.05683465,0.941593,0.0005636378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002087483,0.0000649137,0.002188834,0.0002884952,0.0004408563,0.0001237134,0.00001607469,0.0003413864,0.996327],"genre_scores_gemma":[0.01535541,0.000003477204,0.008904979,0.00164174,0.002317905,0.00001076873,0.00003062211,0.0000890556,0.9716461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9216883,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299071547426754,"score_gpt":0.1985009931742314,"score_spread":0.1755102776999638,"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."}}