{"id":"W3197870261","doi":"10.5267/j.ijdns.2021.8.014","title":"Investigating the structural relationship of mass media on attitude, social influence, product safety and its impact on purchase behaviour of herbal product in Malaysia","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaysia Terengganu","keywords":"Structural equation modeling; Product (mathematics); Social media; Popularity; Mass media; Context (archaeology); Advertising; Purchasing; Psychology; Theory of planned behavior; Consumption (sociology); Business; Social influence; Marketing; Social psychology; Mathematics; Sociology; Political science; Economics; Geography; Statistics","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":[0.001091545,0.00008670778,0.0001338503,0.0001763129,0.0001310505,0.0001636209,0.000578794,0.00001581097,0.00001489773],"category_scores_gemma":[0.0007600012,0.00005931581,0.00001904137,0.0006697294,0.0002624678,0.0017735,0.0002477973,0.0001635109,5.664598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002257965,"about_ca_system_score_gemma":0.0001228586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001830638,"about_ca_topic_score_gemma":0.00001728763,"domain_scores_codex":[0.9986731,0.00002402099,0.0003726206,0.0001905482,0.000619586,0.0001201393],"domain_scores_gemma":[0.9987925,0.0001124015,0.0004767201,0.0001181961,0.0004862581,0.00001396702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319603,0.00004897214,0.8936028,0.000050398,0.00004744929,0.00001511286,0.0003539542,0.01526526,0.001301527,0.08683921,0.0003411903,0.002002124],"study_design_scores_gemma":[0.0003105383,0.0000157328,0.9932317,0.0001560594,0.00002319236,0.000009943128,0.0003131343,0.002498142,0.0001590653,0.00313817,0.00007707005,0.00006725445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942884,0.0001452812,0.00001723424,0.005000444,0.0002522818,0.00007336159,0.00002232465,0.000002708223,0.0001979914],"genre_scores_gemma":[0.9987935,0.00003361716,0.0002122627,0.0002059091,0.0007102162,3.344742e-7,0.00003215814,0.000004344209,0.000007632635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09962886,"threshold_uncertainty_score":0.2418828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403636176349582,"score_gpt":0.315157097576463,"score_spread":0.2711207358129671,"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."}}