{"id":"W311733905","doi":"10.1007/978-1-4614-7163-9_261-1","title":"Social Web Search","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Expert finding and Q&A systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"World Wide Web; Computer science; Information retrieval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007878476,0.0005200965,0.0005706798,0.003949389,0.001430625,0.004189232,0.0008240968,0.001336546,0.06479727],"category_scores_gemma":[0.003805448,0.0003048094,0.0004562974,0.004845141,0.0009843591,0.007319899,0.001845986,0.000745577,0.02909338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270629,"about_ca_system_score_gemma":0.0009476172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649034,"about_ca_topic_score_gemma":0.004158807,"domain_scores_codex":[0.9990304,0.0002595766,0.00004118838,0.0001447009,0.0004257769,0.00009841309],"domain_scores_gemma":[0.9987105,0.0006073241,0.00007842885,0.0002783264,0.0002259638,0.00009937395],"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":[0.00008774378,0.0001750302,0.001163292,0.0005408223,0.00006298287,0.0001489783,0.000642933,0.001224904,0.002061393,0.2683738,0.1566351,0.568883],"study_design_scores_gemma":[0.00002748815,0.00007920904,0.002037161,0.0003093578,0.00005268821,0.0008805874,0.0007912893,0.0126003,0.002610407,0.1842819,0.7962827,0.00004683756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02049147,0.008761679,0.03511336,0.003821254,0.0005347743,0.0002292638,0.001576236,0.001384798,0.9280871],"genre_scores_gemma":[0.2885454,0.01038039,0.02548463,0.001300065,0.001236804,0.0002154979,0.004258141,0.0005772421,0.6680018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06479727,"threshold_uncertainty_score":0.2167684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07920493351003266,"score_gpt":0.3136226047091748,"score_spread":0.2344176711991421,"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."}}