{"id":"W4406935503","doi":"10.33416/baybem.1581338","title":"TRACING THE EVOLUTION OF ECOMMERCE: HISTORICAL FOUNDATIONS, IMPACTS OF THE PANDEMIC, AND FUTURE DIRECTIONS","year":2025,"lang":"en","type":"article","venue":"İşletme Ekonomi ve Yönetim Araştırmaları Dergisi","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Timeline; Pandemic; Skepticism; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Marketing; Business; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003324679,0.0003272013,0.0002992546,0.005730113,0.001095818,0.004535509,0.0004660322,0.001083166,0.002874848],"category_scores_gemma":[0.007351496,0.0002673046,0.0002869173,0.009725862,0.002629329,0.009671659,0.001318132,0.001758886,0.0003846905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002920554,"about_ca_system_score_gemma":0.003380991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006081101,"about_ca_topic_score_gemma":0.01281741,"domain_scores_codex":[0.9984519,0.0006078105,0.0001621055,0.0002922553,0.0003702015,0.0001157416],"domain_scores_gemma":[0.9917192,0.005543345,0.0009442437,0.0002503694,0.001364899,0.0001779633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001266762,0.000115901,0.06221813,0.01548238,0.000122046,0.001542892,0.04369188,0.0009560532,0.002469945,0.1852719,0.01160837,0.6763938],"study_design_scores_gemma":[0.000007499435,0.0002054775,0.114506,0.0322389,0.000189688,0.002407361,0.1503356,0.001050793,0.002811138,0.06271352,0.6333781,0.0001558675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1699084,0.7043066,0.009176301,0.0403307,0.001331707,0.0001540891,0.001920241,0.0000682358,0.07280381],"genre_scores_gemma":[0.4754521,0.5085041,0.007070845,0.003861104,0.0004914275,0.00009186565,0.000739139,0.00003991948,0.003749579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006081101,"threshold_uncertainty_score":0.02119017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417462919464437,"score_gpt":0.2454640827365739,"score_spread":0.2312894535419295,"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."}}