{"id":"W4327791243","doi":"10.5267/j.msl.2023.2.001","title":"Mobile application adoption in business by the unorganized retailers and expanding the con-structs by using TAM, DOI, TOE theories","year":2023,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Omnichannel; Business; Mobile commerce; Context (archaeology); Marketing; Business model; Advertising; Computer science","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":[0.002737305,0.0004007293,0.0003119201,0.003257443,0.001434527,0.00450903,0.0005944128,0.001000971,0.002431579],"category_scores_gemma":[0.006583211,0.0002699678,0.0006417873,0.002856952,0.003403509,0.007264852,0.002742146,0.001771559,0.0002442212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205138,"about_ca_system_score_gemma":0.002155808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786421,"about_ca_topic_score_gemma":0.003329796,"domain_scores_codex":[0.9975553,0.001058154,0.0001307847,0.0003011439,0.0006417845,0.0003127489],"domain_scores_gemma":[0.9935116,0.003806173,0.0009369705,0.0004017851,0.0008492222,0.0004943358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008427594,0.000822088,0.3111714,0.0004057369,0.00009433823,0.001110616,0.05901685,0.00216284,0.0014635,0.495301,0.001589146,0.1267783],"study_design_scores_gemma":[0.0000864719,0.0009499341,0.335483,0.001497633,0.0002729196,0.002232151,0.3401145,0.04418615,0.003079965,0.1840727,0.08781811,0.0002065256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872038,0.001332136,0.02231653,0.005188729,0.00007499307,0.0002329128,0.0000901524,0.00003643011,0.08352426],"genre_scores_gemma":[0.9956663,0.000558883,0.00229992,0.0001641148,0.000009763453,0.00006041093,0.00002152651,0.000002850411,0.001216382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00450903,"threshold_uncertainty_score":0.01488388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523962820768183,"score_gpt":0.3269097106826827,"score_spread":0.2916700824750008,"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."}}