{"id":"W263422535","doi":"","title":"Algebraic Signatures for Scalable Web Data Integration for Electronic Commerce Transactions","year":2005,"lang":"en","type":"article","venue":"Journal of electronic commerce research","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Data integration; Web service; Information integration; Scalability; World Wide Web; Database","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":[0.005589055,0.0002164025,0.000422508,0.0003927855,0.000673075,0.0001779396,0.002260378,0.0001261218,0.00003475105],"category_scores_gemma":[0.0004014968,0.0001810387,0.0001964086,0.0007509131,0.0001064394,0.002339675,0.0001620458,0.001546089,0.000007020136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007039493,"about_ca_system_score_gemma":0.00196302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003040669,"about_ca_topic_score_gemma":0.001139425,"domain_scores_codex":[0.9963287,0.0003457617,0.000711233,0.0004496282,0.0007487976,0.001415858],"domain_scores_gemma":[0.9957741,0.001654963,0.0002877764,0.001163705,0.0009333161,0.0001860706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005961074,0.0005646838,0.00001069134,0.0001279655,0.0002931082,0.000002648855,0.0004429826,0.001995414,0.02336774,0.4605122,0.0819951,0.4300914],"study_design_scores_gemma":[0.001338806,0.001440996,0.00001958685,0.00009228133,0.00002639164,0.00009549657,0.0001973715,0.1889377,0.002760841,0.004788967,0.8000953,0.0002063399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001999206,0.006685719,0.9757476,0.01438778,0.0001429303,0.0007908022,0.00008610144,0.00003693746,0.0001229335],"genre_scores_gemma":[0.9223198,0.002446626,0.0717865,0.000453532,0.0009323127,0.0001481748,0.0001185514,0.00006086669,0.001733637],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9203206,"threshold_uncertainty_score":0.7382544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08506810424651903,"score_gpt":0.4020548808054217,"score_spread":0.3169867765589026,"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."}}