{"id":"W2592669112","doi":"10.5539/ibr.v10n4p58","title":"The Impact of Mobile Device Use on Shopper Behaviour in Store: An Empirical Research on Grocery Retailing","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Marketing; Order (exchange); Advertising; Consumer behaviour; Grocery shopping; Mobile marketing; Digital marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002008359,0.0002755046,0.0003956938,0.001239775,0.0007676529,0.001663568,0.0006694991,0.0008070005,0.006977973],"category_scores_gemma":[0.01098763,0.0003576923,0.0007774734,0.001359504,0.001008646,0.001728737,0.001075934,0.001175825,0.0009086027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590794,"about_ca_system_score_gemma":0.0006097468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004096732,"about_ca_topic_score_gemma":0.006099773,"domain_scores_codex":[0.9982496,0.0007011251,0.0001833881,0.000224404,0.0004267575,0.0002147784],"domain_scores_gemma":[0.9756531,0.01609617,0.00491402,0.00091835,0.001235429,0.001182923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001652476,0.0009408239,0.9820436,0.0001867822,0.0001433154,0.0002364411,0.007910844,0.00006440182,0.0003342991,0.0001968607,0.000178185,0.007599257],"study_design_scores_gemma":[0.000006090861,0.00046714,0.9854982,0.00008994103,0.00009262993,0.000206511,0.01236897,0.0002593304,0.000164501,0.00005770687,0.0007766152,0.00001227354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986293,0.0001644283,0.00007649807,0.00005337243,0.000003003819,0.00001905472,0.00009356771,0.000001370159,0.0009593882],"genre_scores_gemma":[0.9986166,0.0002913389,0.0001726799,0.00006842881,0.000009938653,0.00002685567,0.0001472613,0.000004530234,0.0006623517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006977973,"threshold_uncertainty_score":0.02334368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3619305293788443,"score_gpt":0.5334359713554004,"score_spread":0.1715054419765561,"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."}}