{"id":"W4386549906","doi":"10.5267/j.msl.2023.7.002","title":"Does the consumer awareness protect the exploitation? A Quantitative study in FMCG sector","year":2023,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Fast-moving consumer goods; Marketing; Purchasing; Product (mathematics); Profit (economics); Advertising; Consumer awareness; Simple random sample; Neglect; Economics; Psychology","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":[0.002974224,0.00009698696,0.0001639109,0.0009685433,0.0008563673,0.001383391,0.000170536,0.0003854353,0.003061255],"category_scores_gemma":[0.007199096,0.0001252236,0.0002097239,0.001022541,0.00134084,0.001102675,0.0006222172,0.0005344396,0.0001757995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007721882,"about_ca_system_score_gemma":0.0009989139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161747,"about_ca_topic_score_gemma":0.002347226,"domain_scores_codex":[0.9979275,0.000992959,0.0001351425,0.0001324266,0.0005062454,0.0003056108],"domain_scores_gemma":[0.9927826,0.004241252,0.001442552,0.0002102067,0.0009478849,0.0003754979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000174762,0.0008509446,0.7485996,0.0004195574,0.0000346934,0.0005266583,0.205635,0.0000991026,0.003205617,0.003352086,0.0008177875,0.03628416],"study_design_scores_gemma":[0.000006034187,0.0006950939,0.650713,0.000133499,0.00003054172,0.000332911,0.3404538,0.0003122445,0.001199575,0.0007211172,0.005375859,0.00002633122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967153,0.00004306819,0.0001650119,0.0001879044,0.000003984029,0.00003012554,0.00003563998,0.000001156473,0.002817762],"genre_scores_gemma":[0.9993349,0.00004573573,0.00008657508,0.00006471162,0.000003872366,0.00002240563,0.00001439055,6.979834e-7,0.0004266059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003061255,"threshold_uncertainty_score":0.01572943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627735493381192,"score_gpt":0.3094196113546644,"score_spread":0.2466460620165452,"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."}}