{"id":"W4405139275","doi":"10.70729/ijser15814","title":"Information Technology in Retail Sector","year":2016,"lang":"en","type":"article","venue":"International Journal of Scientific Engineering and Research","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Business; Information technology; Retail trade; Commerce; Marketing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417896,0.00004530619,0.00006493815,0.002302068,0.00004289137,0.0004252221,0.0004159823,0.00004244953,0.0001075303],"category_scores_gemma":[0.0008684346,0.00002865693,0.00001698743,0.0006822366,0.0001216331,0.002114553,0.0001576157,0.0001626317,0.00006358167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004249264,"about_ca_system_score_gemma":0.00002904135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001602209,"about_ca_topic_score_gemma":0.00000424947,"domain_scores_codex":[0.9990013,0.000003302653,0.0002356367,0.00006492794,0.0005496373,0.0001452155],"domain_scores_gemma":[0.9986542,0.00004930505,0.00007716569,0.00007278506,0.001136621,0.000009873152],"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":[0.0002001079,0.0001569912,0.06788553,0.0002102529,0.00008381237,0.0001152448,0.0002695607,0.0006932397,0.1574528,0.1181607,0.01240077,0.642371],"study_design_scores_gemma":[0.001087398,0.00002632166,0.02860414,0.001213952,0.000005462317,0.0001328948,0.000370527,0.006799988,0.00779189,0.01081202,0.9429227,0.0002326754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861059,0.0001183826,0.003376118,0.00772207,0.002053548,0.00004646862,0.000003134483,0.00001611567,0.0005582459],"genre_scores_gemma":[0.999258,0.00003715828,0.0001542705,0.00001636642,0.0003187518,0.000001453153,0.000001680006,0.000003132115,0.0002091579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.930522,"threshold_uncertainty_score":0.4100426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06812390317787502,"score_gpt":0.3194723377466301,"score_spread":0.2513484345687551,"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."}}