{"id":"W4292959163","doi":"10.5267/j.ijdns.2022.5.001","title":"The effect of online consumer reviews on purchasing intention through product mental image","year":2022,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Advertising; Cosmetics; Product (mathematics); The Internet; Structural equation modeling; Population; Marketing; Brand image; Social media; Business; Consumer behaviour; Psychology; Computer science; Sociology; World Wide Web; Medicine; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887275,0.0003047801,0.0003041333,0.0005831164,0.0004354483,0.001659038,0.0003183147,0.0006480718,0.003568011],"category_scores_gemma":[0.01855299,0.0002057251,0.0008273858,0.0004311528,0.0004538659,0.0007660653,0.0005787875,0.001209276,0.0003690277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564234,"about_ca_system_score_gemma":0.0008317632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335667,"about_ca_topic_score_gemma":0.004708531,"domain_scores_codex":[0.9983538,0.0007863248,0.0001035982,0.0001430534,0.000431899,0.000181331],"domain_scores_gemma":[0.9657257,0.02008857,0.007935687,0.001055406,0.002492053,0.002702624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005825124,0.002159216,0.9741271,0.0001009502,0.0001875419,0.0001324447,0.001930678,0.0001589922,0.000877462,0.0002875936,0.0002946913,0.01916083],"study_design_scores_gemma":[0.00001290615,0.000497388,0.9964899,0.00003227471,0.0001222299,0.00004365731,0.00129828,0.0008171242,0.0002564742,0.0001211749,0.000295995,0.00001250924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997178,0.0001473726,0.0001144407,0.0001723912,0.00001100893,0.00001711636,0.00002970946,0.000005059162,0.002324793],"genre_scores_gemma":[0.9988806,0.0001029975,0.0002227512,0.00005876989,0.00001203666,0.00001573306,0.00004270983,0.00000301466,0.0006614511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003568011,"threshold_uncertainty_score":0.01193625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029693315974105,"score_gpt":0.3260201692086753,"score_spread":0.2963268532345703,"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."}}