{"id":"W4410258097","doi":"10.63471/ojbem24001","title":"The Future of E-Commerce: Innovations and Challenges","year":2024,"lang":"en","type":"article","venue":"Open Journal of Business Entrepreneurship and Marketing","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wycliffe College","funders":"","keywords":"Business; Data science; Computer science","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":[0.006798584,0.0004841663,0.0006921429,0.002124242,0.002217686,0.01440653,0.00178656,0.005138746,0.005263985],"category_scores_gemma":[0.006898528,0.0003099603,0.0005794339,0.004214173,0.008972509,0.02779528,0.003797198,0.005094585,0.001469117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808924,"about_ca_system_score_gemma":0.005876863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584427,"about_ca_topic_score_gemma":0.002071873,"domain_scores_codex":[0.9955854,0.001953997,0.000225733,0.0004980778,0.001215384,0.000521289],"domain_scores_gemma":[0.9894302,0.006537754,0.0006089699,0.0006057812,0.001625155,0.001192164],"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":[0.0001018985,0.0001572448,0.005620351,0.001614488,0.0000366989,0.0006802117,0.005864933,0.00096625,0.001044049,0.5875666,0.03422511,0.3621222],"study_design_scores_gemma":[0.00001267169,0.0001099589,0.003870531,0.003359543,0.00002132215,0.00110614,0.03828498,0.002550981,0.0005596077,0.4516059,0.4984397,0.0000787371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05008064,0.3785302,0.0123039,0.4595278,0.003698709,0.00007288894,0.0002133715,0.0001343091,0.09543815],"genre_scores_gemma":[0.5160683,0.4157281,0.01628206,0.0272912,0.007613921,0.0001559078,0.0002589223,0.00008718338,0.01651438],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01440653,"threshold_uncertainty_score":0.03595477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388459680925413,"score_gpt":0.2550954493475648,"score_spread":0.2312108525383107,"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."}}