{"id":"W1980581379","doi":"10.1108/02635570210445853","title":"An integrated framework for recommendation systems in e‐commerce","year":2002,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Recommender system; Computer science; Product (mathematics); The Internet; E-commerce; Mobile commerce; World Wide Web; Architecture; 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":[0.003538197,0.001046629,0.001706384,0.001374638,0.001187702,0.004452789,0.00416662,0.003494514,0.006314334],"category_scores_gemma":[0.004215416,0.00098545,0.002079696,0.002435554,0.001369318,0.00516956,0.001839673,0.003048958,0.004903118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540261,"about_ca_system_score_gemma":0.001984082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293436,"about_ca_topic_score_gemma":0.01167938,"domain_scores_codex":[0.9969658,0.001018822,0.0003235576,0.0004603436,0.001059819,0.0001717582],"domain_scores_gemma":[0.9988701,0.0003158578,0.00004992566,0.0003034639,0.0003793201,0.00008136382],"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":[0.0001221768,0.0002484581,0.0007221346,0.000623543,0.000343973,0.0004959811,0.0004693018,0.06573526,0.004843455,0.607462,0.01864089,0.3002928],"study_design_scores_gemma":[0.0001424176,0.0002139446,0.0004345627,0.0002583358,0.0002586135,0.000520897,0.0001293301,0.5535083,0.002561051,0.2229967,0.2188688,0.0001071089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007944717,0.00134561,0.991137,0.0005831215,0.000138402,0.0002065317,0.00006722267,0.00128886,0.004438827],"genre_scores_gemma":[0.02993881,0.002077674,0.9567232,0.0003074686,0.0002041258,0.000556253,0.0004426256,0.0001301985,0.009619626],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01293436,"threshold_uncertainty_score":0.02571815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2302829126612999,"score_gpt":0.337690331533979,"score_spread":0.1074074188726792,"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."}}