{"id":"W2233403480","doi":"","title":"An Empirical Investigation of the Impact of Online Product Presentation on Hedonic Web Shopping","year":2013,"lang":"en","type":"article","venue":"","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Presentation (obstetrics); Product (mathematics); Advertising; Empirical research; Computer science; World Wide Web; Business; Mathematics; Statistics","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":[0.0005265902,0.00007599973,0.0001430099,0.0002087234,0.00004597055,0.000028404,0.0004941038,0.00007019862,0.0005821355],"category_scores_gemma":[0.0007257892,0.00003729311,0.00009746599,0.0007374742,0.0001823035,0.00032586,0.00005319011,0.0001257113,0.00003789884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002408377,"about_ca_system_score_gemma":0.0001300283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530245,"about_ca_topic_score_gemma":0.00006485949,"domain_scores_codex":[0.9984946,0.0001948401,0.0004477696,0.000230507,0.00053255,0.00009975768],"domain_scores_gemma":[0.9985471,0.0001433056,0.0002618924,0.0006658677,0.0003340117,0.00004781819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005979472,0.0001054095,0.9342035,7.909281e-7,0.00000396914,4.409671e-8,0.0001493919,0.0003596541,0.05789907,0.0001347798,0.003665541,0.003471884],"study_design_scores_gemma":[0.0001454028,0.0001510508,0.9754015,0.000007271448,0.000003785334,0.000001460777,0.0003426757,0.00638928,0.01427667,0.003228691,0.00001072536,0.0000415547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955812,0.000005675966,0.0001025197,0.003753151,0.00007294325,0.0002779753,0.000007820238,0.00004046183,0.0001582657],"genre_scores_gemma":[0.9988486,0.000001307902,0.000696158,0.0001070649,0.00001825802,0.00000559927,0.000004486057,0.000004181683,0.000314343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0436224,"threshold_uncertainty_score":0.6373976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802477330212402,"score_gpt":0.4652254432874732,"score_spread":0.284977710266233,"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."}}