{"id":"W2227517835","doi":"10.1080/08961530.2015.1072075","title":"Do consumer shopping styles influence consumer attitudes toward services offered by shopping websites?","year":2015,"lang":"en","type":"article","venue":"Journal of International Consumer Marketing","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Business; Advertising; Product (mathematics); Service (business); Marketing; Consumer behaviour; Quality (philosophy); Service quality","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007598095,0.0003511073,0.0006255682,0.0009661873,0.0001740332,0.0008269963,0.00207714,0.0002565758,0.0008288084],"category_scores_gemma":[0.006286395,0.0002874358,0.0002611567,0.0005154594,0.0003468003,0.001475328,0.0003971907,0.000796833,0.0002452243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119229,"about_ca_system_score_gemma":0.0002841749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001935476,"about_ca_topic_score_gemma":0.0000246907,"domain_scores_codex":[0.994171,0.0005522883,0.001975221,0.0004754535,0.002410806,0.0004152336],"domain_scores_gemma":[0.9920686,0.00207343,0.001594077,0.0004197224,0.003481622,0.0003624804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002533569,0.00008701527,0.9684398,0.00001729045,0.0002516667,0.00006516431,0.0001927402,0.00009153788,0.003652476,0.0001269241,0.0192879,0.007534121],"study_design_scores_gemma":[0.003333613,0.00009996704,0.7796462,0.001056121,0.0001665153,0.001077993,0.00664086,0.001306543,0.0007316943,0.0006840137,0.204381,0.000875554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876758,0.005811679,0.0006933072,0.001760353,0.001294381,0.0001328799,0.0000560697,0.00009322823,0.002482277],"genre_scores_gemma":[0.9947377,0.0006367083,0.003289866,0.0006978981,0.0001065085,0.000005927662,0.000007274788,0.00002920642,0.0004888551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887937,"threshold_uncertainty_score":0.9999578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09919023399399839,"score_gpt":0.3847255346360067,"score_spread":0.2855353006420083,"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."}}