{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00233487,0.0006533206,0.0002942255,0.001950464,0.004887632,0.01246326,0.0008649324,0.002667036,0.0296002],"category_scores_gemma":[0.003784413,0.000329951,0.000494184,0.001681873,0.004113708,0.01348769,0.01007178,0.002551497,0.0102815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828406,"about_ca_system_score_gemma":0.001496423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341952,"about_ca_topic_score_gemma":0.00506025,"domain_scores_codex":[0.9971221,0.001516296,0.00007358538,0.0002380424,0.0007143054,0.0003357257],"domain_scores_gemma":[0.9969324,0.00179101,0.0001621304,0.0002539565,0.0002459992,0.0006145334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004437942,0.0002403166,0.002805199,0.0009089979,0.00003330623,0.0009049546,0.1436111,0.0001363074,0.002103541,0.1655956,0.2395516,0.4440648],"study_design_scores_gemma":[0.00000344837,0.00002191515,0.0005766766,0.0002668979,0.000004921398,0.0002776877,0.01669829,0.00004917342,0.0003118074,0.008386084,0.9733917,0.00001141026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02404553,0.01796217,0.007187775,0.03713083,0.002042276,0.000137042,0.0001220781,0.000529671,0.9108425],"genre_scores_gemma":[0.3010716,0.02973014,0.009567981,0.0168139,0.002642768,0.0004006016,0.0002729524,0.0005703365,0.6389297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0296002,"threshold_uncertainty_score":0.09902257,"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."}}