{"id":"W2073917394","doi":"10.1300/j179v02n02_05","title":"Students' Online Shopping Behavior: A Dual-Country Perspective","year":2003,"lang":"en","type":"article","venue":"Journal of Internet Commerce","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"The Internet; Perspective (graphical); Dual (grammatical number); Marketing; Key (lock); Business; Population; Advertising; Internet shopping; Sociology; 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":[0.0005945419,0.0001889656,0.0003192937,0.0003246968,0.00007935147,0.0003608764,0.0003870627,0.00006632043,0.0003326315],"category_scores_gemma":[0.0002598379,0.0001594593,0.0001761339,0.0002590544,0.00004564097,0.0007713117,0.0001206077,0.0004724068,0.00007932587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407477,"about_ca_system_score_gemma":0.00002363639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003019723,"about_ca_topic_score_gemma":0.0001152251,"domain_scores_codex":[0.9985908,0.00002822413,0.000508384,0.000154949,0.0004637499,0.000253887],"domain_scores_gemma":[0.9988323,0.00005449235,0.0004888879,0.0001635907,0.0004321439,0.00002861449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002890318,0.002493504,0.8603629,0.0001192498,0.0004559898,0.0006281108,0.001590264,0.00007197464,0.001264799,0.03573538,0.09509353,0.001895186],"study_design_scores_gemma":[0.009052754,0.0004322567,0.2993046,0.002079463,0.001271158,0.001512607,0.03260744,0.0003233055,0.0004145251,0.002917591,0.6484498,0.001634521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829687,0.0003185257,0.0003173598,0.0007034639,0.001069182,0.00009070512,0.00000204966,0.0000341339,0.01449584],"genre_scores_gemma":[0.9948775,0.00002064341,0.0001839036,0.002693087,0.001066224,0.000002143958,0.000003469048,0.00003166642,0.001121425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5610584,"threshold_uncertainty_score":0.650256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02910084588012202,"score_gpt":0.3018189631547665,"score_spread":0.2727181172746445,"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."}}