{"id":"W4237166251","doi":"10.1109/hicss.2016.730","title":"Introduction to Social Networking and Communities Minitrack","year":2016,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Knowledge management","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":[0.001575252,0.0009370164,0.0007970345,0.003246821,0.001746104,0.004799156,0.002132647,0.003795216,0.1051294],"category_scores_gemma":[0.005664794,0.0007644868,0.0008331727,0.004629742,0.001634378,0.01027921,0.003911391,0.005410311,0.05510104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984931,"about_ca_system_score_gemma":0.002272473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951511,"about_ca_topic_score_gemma":0.003791388,"domain_scores_codex":[0.9988543,0.0002181257,0.00006557802,0.0002600192,0.0004703537,0.0001316437],"domain_scores_gemma":[0.9955383,0.001787443,0.0001527488,0.0004094396,0.00132585,0.0007862339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002667938,0.00004933539,0.0002403756,0.0004854267,0.00001006218,0.00005477742,0.0001329164,0.0002956522,0.0003214914,0.09930565,0.7295327,0.1695449],"study_design_scores_gemma":[0.000003166578,0.00001378886,0.0001510601,0.0001656353,0.000003256386,0.0001236377,0.00004750436,0.0002226343,0.00008401511,0.02095755,0.9782166,0.00001117806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002025314,0.2456408,0.1128557,0.1008755,0.1175912,0.0004005343,0.003792177,0.003173637,0.4136451],"genre_scores_gemma":[0.02333396,0.1951602,0.03943781,0.03406835,0.1017461,0.000622974,0.004871657,0.001810212,0.5989487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1051294,"threshold_uncertainty_score":0.3516929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539480258245635,"score_gpt":0.2246115277283771,"score_spread":0.1992167251459207,"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."}}