{"id":"W4245132545","doi":"10.1007/978-1-4939-7131-2_100381","title":"Federated Social Web","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"World Wide Web; Computer science; Web application; Web 2.0; Web service","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004275585,0.0001764223,0.0002045519,0.00007954513,0.001458229,0.0002396435,0.0003555313,0.0006533604,0.02464626],"category_scores_gemma":[0.0001274673,0.0001756163,0.0001050016,0.00003653179,0.0004210251,0.000188843,0.0002082097,0.000277615,0.003193372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155117,"about_ca_system_score_gemma":0.0004057438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295547,"about_ca_topic_score_gemma":0.01267584,"domain_scores_codex":[0.9987715,0.00005003233,0.0001826634,0.0003136842,0.0004225432,0.0002595572],"domain_scores_gemma":[0.9994323,0.00002683143,0.0001207291,0.0001446669,0.0001830297,0.00009240035],"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":[0.00001362926,0.00001079692,0.000001658631,0.000008907909,0.0000329854,0.000005280158,0.001650193,1.05027e-9,0.00001180165,0.4195774,0.5733932,0.00529411],"study_design_scores_gemma":[0.00009600067,0.00002261295,0.000003609671,0.00001118998,0.00001614667,5.457414e-7,0.0002096981,0.000003655524,0.000009569866,0.1323964,0.8670206,0.0002099952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003615994,0.00007329563,0.0001529141,0.002021488,0.0008899222,0.0002827431,0.00006147354,0.0002986726,0.9961833],"genre_scores_gemma":[0.007380672,0.0002797705,0.00008534751,0.0004509805,0.00503596,0.00000719855,0.00009583444,0.0000295893,0.9866347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2936274,"threshold_uncertainty_score":0.9998417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04879355447367967,"score_gpt":0.3067671337365763,"score_spread":0.2579735792628966,"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."}}