{"id":"W4251803314","doi":"10.1007/978-1-4614-6170-8_261","title":"Social Web Search","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"World Wide Web; Computer science","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":[0.000467218,0.0007702326,0.0007277886,0.002359265,0.0009357067,0.003006065,0.000839868,0.001173839,0.0526171],"category_scores_gemma":[0.001800725,0.0003708394,0.0004264464,0.004226028,0.0005866094,0.005390383,0.001320347,0.001061596,0.03212243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882289,"about_ca_system_score_gemma":0.0008081321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894277,"about_ca_topic_score_gemma":0.004545053,"domain_scores_codex":[0.9995263,0.00009534179,0.000019167,0.00007242092,0.0002456681,0.00004114145],"domain_scores_gemma":[0.999543,0.0001940684,0.00002219291,0.00009430884,0.0001085467,0.00003802907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003112553,0.00008401208,0.0003282788,0.0005715827,0.00003687794,0.00005229375,0.0002271294,0.0008240337,0.001570392,0.09489139,0.1767683,0.7246144],"study_design_scores_gemma":[0.00001147139,0.00005081882,0.0009165966,0.0003576637,0.00004088948,0.0005240731,0.0002235533,0.008050323,0.001784986,0.06946678,0.9185372,0.00003559349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008979085,0.0575241,0.07533995,0.004641165,0.001866438,0.0001874796,0.000914802,0.001675125,0.8488719],"genre_scores_gemma":[0.0723879,0.03854873,0.0365038,0.001084786,0.001929721,0.0001399766,0.001779001,0.0004896746,0.8471364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0526171,"threshold_uncertainty_score":0.1760218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05284605533045283,"score_gpt":0.2851243974179269,"score_spread":0.2322783420874741,"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."}}