{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273665,0.0006426435,0.0004308086,0.002150232,0.001481783,0.006299796,0.001344764,0.001656649,0.02149378],"category_scores_gemma":[0.00333106,0.0003628219,0.0005824277,0.002936508,0.001104621,0.01120108,0.00370561,0.001784748,0.01045148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688529,"about_ca_system_score_gemma":0.001451376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036748,"about_ca_topic_score_gemma":0.001743405,"domain_scores_codex":[0.9990026,0.0002714845,0.00004659246,0.0001606441,0.0004194413,0.0000992846],"domain_scores_gemma":[0.9987393,0.000310561,0.00004557849,0.0006309306,0.0002026322,0.00007098769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004171922,0.00007686743,0.0002373942,0.0001378921,0.00002172728,0.0001230798,0.0003693875,0.00196718,0.001121492,0.5861921,0.07796582,0.3317453],"study_design_scores_gemma":[0.000008583205,0.00001631406,0.000284279,0.0001953227,0.00001747704,0.0003844876,0.0001814174,0.01428303,0.002467493,0.2908836,0.6912595,0.00001852684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01449495,0.006194475,0.4551654,0.006992362,0.001587224,0.0002830334,0.001889889,0.005710366,0.5076823],"genre_scores_gemma":[0.2033467,0.008834383,0.1389595,0.001807507,0.001060349,0.0004159236,0.005213093,0.001470511,0.6388919],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02149378,"threshold_uncertainty_score":0.07190382,"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."}}