{"id":"W2895040596","doi":"10.5267/j.msl.2018.9.009","title":"Muslim consumers’ purchase behavior towards halal cosmetic products in Malaysia","year":2018,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Halal products and consumer behavior","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Advertising; Marketing","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":[0.0004193578,0.0001058573,0.0001021478,0.0002648288,0.0003451413,0.0004616186,0.00006292357,0.0002451121,0.002058706],"category_scores_gemma":[0.0006889119,0.00009550275,0.0001699928,0.0002301205,0.0002327048,0.000272595,0.0001793728,0.0003204989,0.0002305353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313017,"about_ca_system_score_gemma":0.0001890343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00605489,"about_ca_topic_score_gemma":0.01087288,"domain_scores_codex":[0.9998734,0.00005180679,0.00001160359,0.00001036859,0.0000342935,0.00001853947],"domain_scores_gemma":[0.9995524,0.0001424451,0.0001526416,0.00001897105,0.00006752932,0.00006598803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002764742,0.0004470606,0.9535388,0.0001009829,0.00004059103,0.0005087652,0.020221,0.00009392139,0.00283853,0.0002954281,0.0004793438,0.02115902],"study_design_scores_gemma":[0.000006354648,0.0004820136,0.9645866,0.00005398505,0.00002469681,0.000397798,0.03234015,0.0004474927,0.0005022637,0.00008041532,0.001062511,0.00001575831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999388,0.00003817512,0.000008762217,0.00004558362,0.000001444404,0.000001743319,0.00001143632,4.304872e-7,0.000504448],"genre_scores_gemma":[0.9992945,0.00011475,0.00004069258,0.00003062313,0.000002200273,0.000001622106,0.00001626165,2.923542e-7,0.0004991785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00605489,"threshold_uncertainty_score":0.01203924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413574244447343,"score_gpt":0.3134516974282863,"score_spread":0.2793159549838129,"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."}}