{"id":"W3130337813","doi":"10.1007/978-3-030-62124-7_19","title":"Online Social Media Sharing","year":2021,"lang":"en","type":"book-chapter","venue":"Texts in computer science","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social media; World Wide Web; Computer science; Social media optimization; Internet privacy; The Internet; User-generated content; Multimedia; Web 2.0; Field (mathematics); Service (business); Web service; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007439622,0.000374141,0.000479206,0.000624071,0.0003065483,0.000713177,0.004484404,0.0001933686,0.00004884315],"category_scores_gemma":[0.00003644847,0.0003916013,0.0001725012,0.000431459,0.0004048412,0.000665586,0.003729691,0.0007589523,0.00008189867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577908,"about_ca_system_score_gemma":0.0004988757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001663375,"about_ca_topic_score_gemma":0.0001308734,"domain_scores_codex":[0.9962608,0.00001924437,0.0004842425,0.001547234,0.0011114,0.0005770474],"domain_scores_gemma":[0.9981511,0.0001676829,0.000194926,0.001100495,0.0002281711,0.0001576448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002037716,0.00008278374,0.00002610819,0.00002399094,0.00001274307,0.0005204179,0.001450627,0.0002030911,0.00007276246,0.4856381,0.0009377153,0.5110296],"study_design_scores_gemma":[0.001271333,0.0001392516,0.003306873,0.001790731,0.00003127323,0.000349212,0.00001818532,0.8309084,0.00009400791,0.1351746,0.02383327,0.00308289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008817919,0.002898901,0.8161862,0.002447242,0.0169768,0.0005896676,0.00005708299,0.001349339,0.1506768],"genre_scores_gemma":[0.4618545,0.000575354,0.2651584,0.01006562,0.01267902,0.00003257678,0.000160057,0.0003038496,0.2491706],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8307053,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825372190782228,"score_gpt":0.2626179704064291,"score_spread":0.2143642484986069,"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."}}