{"id":"W3125623830","doi":"10.5539/ibr.v3n4p60","title":"DETERMINANTS OF RECENT ONLINE PURCHASING AND THE PERCENTAGE OF INCOME SPENT ONLINE","year":2010,"lang":"en","type":"article","venue":"International Business Research","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Colorado College","keywords":"Business; Advertising; Purchasing; Population; Marketing; Online participation; Online advertising; The Internet; Demographics; Social media; Entertainment; Credit card; Internet privacy; World Wide Web; Computer science; Political science; Demography; Sociology; Payment","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":[0.001376189,0.0001065965,0.000211972,0.0004788438,0.0001122122,0.000118039,0.000536137,0.00004982053,0.0008439012],"category_scores_gemma":[0.0009335403,0.00007536973,0.00004474509,0.0004939074,0.0005118648,0.0003713447,0.0007165913,0.0003666464,0.00000717169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001573333,"about_ca_system_score_gemma":0.00004583109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159806,"about_ca_topic_score_gemma":0.00208422,"domain_scores_codex":[0.9984026,0.00003409713,0.0004011228,0.0001983709,0.0007611548,0.0002026415],"domain_scores_gemma":[0.9978192,0.0003156195,0.0001816331,0.0002428531,0.001427843,0.00001286661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004680996,0.0003156292,0.8609428,0.0001697163,0.00002200889,0.00001255942,0.00007385523,0.000003583949,0.01224655,0.001163465,0.00004035893,0.1245414],"study_design_scores_gemma":[0.001119534,0.000003826609,0.9846723,0.0001149765,0.00001822353,0.000009802757,0.0001930391,0.001976786,0.000283747,0.0006928734,0.01083039,0.00008446657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945692,0.00005411696,0.00001541965,0.002555049,0.0006111654,0.0002327851,0.00002531138,0.00001089349,0.00192603],"genre_scores_gemma":[0.9988863,0.0002289368,0.00016611,0.0000688129,0.0004457835,0.00000637778,0.00004338256,0.00001552097,0.0001387511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244569,"threshold_uncertainty_score":0.9240127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07282746460814321,"score_gpt":0.3816783003742184,"score_spread":0.3088508357660752,"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."}}