{"id":"W2147405817","doi":"10.1287/mnsc.1100.1233","title":"Technology Usage and Online Sales: An Empirical Study","year":2010,"lang":"en","type":"article","venue":"Management Science","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Ministry of Education, India; Ministry of Earth Sciences; Purdue University","keywords":"Purchasing; Business; Marketing; Sales management; The Internet; Set (abstract data type); Empirical research; Advertising; Computer science; World Wide Web","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":[0.001043248,0.0001450438,0.0001285454,0.0008902038,0.0004676354,0.0004971892,0.0006901188,0.00003489081,0.000122508],"category_scores_gemma":[0.00005945516,0.000128423,0.00001639241,0.001780809,0.0004730517,0.001246533,0.0009705343,0.000211627,0.00006713091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008730356,"about_ca_system_score_gemma":0.000009048607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008725088,"about_ca_topic_score_gemma":0.0006410335,"domain_scores_codex":[0.9985305,0.000005980658,0.0001798361,0.0005655641,0.0003694398,0.0003486429],"domain_scores_gemma":[0.9993224,0.00001381739,0.00007065965,0.0005042188,0.00006301367,0.0000259262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005919148,0.000350879,0.8950934,0.00001884183,0.000004107671,0.00003370846,0.00005589491,7.02035e-7,0.001315979,0.002110229,0.00008398854,0.1009263],"study_design_scores_gemma":[0.000369359,0.00002450267,0.9750712,0.000007120194,0.00005887135,0.000003019666,0.00195595,0.001321716,0.000009319048,0.0008247891,0.02014742,0.0002067525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989409,0.00000851358,0.00008897727,0.0007412785,0.0003880421,0.0003877714,5.770937e-7,0.0002154741,0.008760423],"genre_scores_gemma":[0.9980774,0.000002701147,0.0009063511,0.0005867542,0.0001217691,0.00001756101,0.000003049192,0.00001086497,0.0002735499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007196,"threshold_uncertainty_score":0.5236936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758568825789234,"score_gpt":0.3124634328360842,"score_spread":0.2848777445781919,"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."}}