{"id":"W2072674421","doi":"10.5539/ijbm.v6n10p16","title":"Can Online Decision Aids Support Non-Cognitive Web Shopping Approaches?","year":2011,"lang":"en","type":"article","venue":"International Journal of Business and Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Decision aids; Selection (genetic algorithm); Decision support system; Cognition; Computer science; Non cognitive; E-commerce; Socio-cognitive; Knowledge management; World Wide Web; Psychology; Artificial intelligence","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":[0.0009160821,0.0001195286,0.0002120696,0.0009225668,0.00005561285,0.0001194211,0.0007279199,0.00006208337,0.0003818077],"category_scores_gemma":[0.0001979937,0.00008658216,0.00008438298,0.0003508866,0.00008724067,0.0003587344,0.000340438,0.0001448478,0.00001838378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003598592,"about_ca_system_score_gemma":0.00004212555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001100605,"about_ca_topic_score_gemma":0.00004541567,"domain_scores_codex":[0.9979607,0.0000253486,0.0006668738,0.0002214123,0.0009974899,0.0001281887],"domain_scores_gemma":[0.9981764,0.00007417821,0.0004663611,0.0001415954,0.00106403,0.00007744259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003145287,0.000531978,0.1052051,0.000006106873,0.0002250138,0.0007045793,0.0004767319,0.00002944936,0.00005253562,0.005091043,0.001893389,0.8854696],"study_design_scores_gemma":[0.00151846,0.0001160691,0.9778426,0.0001632936,0.0000774743,0.0002796262,0.003637411,0.0003071071,0.00006367758,0.007238397,0.008595568,0.0001602675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413273,0.00004147824,0.0526414,0.001595529,0.001255692,0.0001050576,0.00002126363,0.00001419258,0.002998132],"genre_scores_gemma":[0.9893617,0.0003078948,0.009322232,0.0003958564,0.00009884719,0.000003136892,0.000005144078,0.000007798744,0.0004974005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8853093,"threshold_uncertainty_score":0.4180526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1831667151213081,"score_gpt":0.3618929922573207,"score_spread":0.1787262771360127,"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."}}