{"id":"W171826582","doi":"","title":"A dynamic context management infrastructure for supporting user-driven web integration in the personal web","year":2011,"lang":"en","type":"article","venue":"Conference of the Centre for Advanced Studies on Collaborative Research","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; World Wide Web; Web modeling; Web service; Semantic Web; Web development; Web standards; Social Semantic Web; Data Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0009562578,0.0002238394,0.0003132079,0.000208438,0.0004976321,0.00008373144,0.001706052,0.00005522918,0.000005955536],"category_scores_gemma":[0.0002733857,0.0001266562,0.00009939638,0.001372411,0.0002506207,0.0002628079,0.0004613994,0.0003237253,0.000001837517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430793,"about_ca_system_score_gemma":0.0002781267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006790594,"about_ca_topic_score_gemma":0.003313219,"domain_scores_codex":[0.9976016,0.0003930186,0.0003893425,0.0005046181,0.0005749526,0.0005365268],"domain_scores_gemma":[0.9962121,0.0008881598,0.0002683343,0.0005149032,0.002070821,0.0000457152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001416389,0.0004117214,0.001090004,0.000791604,0.0004448046,0.000009785725,0.3145887,0.0005782994,0.007235514,0.5551779,0.002295521,0.1159597],"study_design_scores_gemma":[0.005657252,0.001948541,0.003215103,0.001825548,0.00006025627,0.000002846143,0.7209005,0.1604076,0.01800229,0.06358565,0.02375077,0.0006436043],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989288,0.001481321,0.03156808,0.04177261,0.001984457,0.01788561,0.0007547318,0.0001309745,0.005493471],"genre_scores_gemma":[0.988767,0.000147106,0.01002947,0.0002687133,0.00001963366,0.0004845678,0.000008466255,0.00001126028,0.0002637382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4915922,"threshold_uncertainty_score":0.516489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06290192276471225,"score_gpt":0.365695873187491,"score_spread":0.3027939504227788,"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."}}