{"id":"W2618430512","doi":"10.5430/jms.v8n2p63","title":"Emergence Impacts of Mobile Commerce: An Exploratory Study","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Mobile phone; Advertising; Exploratory research; Marketing; Mobile commerce; Population; Phone; Mobile marketing; Smart phone; Digital marketing; Computer science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00193844,0.00006445892,0.0001817036,0.0000602317,0.0004278847,0.0002070991,0.0003573336,0.00002870005,0.00004638031],"category_scores_gemma":[0.0001028415,0.00005497621,0.00004341867,0.00004738014,0.0001845439,0.0007262239,0.00005414971,0.00008305205,0.000001036451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009710784,"about_ca_system_score_gemma":0.00004548776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560036,"about_ca_topic_score_gemma":0.0007973053,"domain_scores_codex":[0.9989768,0.0001711136,0.0002728436,0.00007330373,0.00036296,0.0001429813],"domain_scores_gemma":[0.999115,0.00003641758,0.0004446541,0.0001433461,0.000117792,0.0001427538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002844008,0.002021744,0.4021298,0.0001436808,0.0004167252,0.0002425488,0.1134718,0.00001869256,0.0000602058,0.01548725,0.00619315,0.45953],"study_design_scores_gemma":[0.0008666167,0.001614759,0.391367,0.00008598411,0.00009202468,7.405973e-7,0.5979341,0.000006274536,0.000009904866,0.00295541,0.00490971,0.0001574752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.919591,0.0001712487,0.000004048716,0.00008047603,0.0002918468,0.0001413532,8.719111e-7,0.000004696333,0.07971449],"genre_scores_gemma":[0.9985458,0.0007209179,0.00003082689,0.00001151044,0.000159019,0.000002312106,1.441989e-7,0.000004054973,0.0005253722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4844622,"threshold_uncertainty_score":0.3290987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05333285937957724,"score_gpt":0.3673200799935116,"score_spread":0.3139872206139344,"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."}}