{"id":"W2910255296","doi":"10.5539/ijms.v11n1p10","title":"Clothing Involvement Profiles of African-American Students for Marketing Strategies","year":2019,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Clothing; Multivariate analysis of variance; Marketing; Purchasing; Order (exchange); Variance (accounting); Consumption (sociology); Ethnic group; Univariate; Product (mathematics); Advertising; Psychology; Business; Multivariate statistics; Sociology; Political science; Social science; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00552418,0.0002204974,0.0005618992,0.0004578502,0.0001081321,0.0002379668,0.0007349527,0.00002386938,0.00004550496],"category_scores_gemma":[0.002693331,0.0001853217,0.0002424413,0.0002021091,0.0001611642,0.0007349436,0.000586758,0.0001549567,0.000006480408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166543,"about_ca_system_score_gemma":0.00004848586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006713154,"about_ca_topic_score_gemma":0.00005095591,"domain_scores_codex":[0.9974897,0.00008610132,0.0009230835,0.0002133552,0.001042556,0.000245239],"domain_scores_gemma":[0.9940688,0.001435468,0.002033518,0.0001218832,0.0023296,0.00001071478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001322923,0.000135679,0.9708835,0.0004202811,0.001553133,0.00001150333,0.0004819825,0.00002698191,0.001127289,0.0003543372,0.000757347,0.022925],"study_design_scores_gemma":[0.001953063,0.00009655737,0.9119064,0.001787847,0.0003323588,0.000008761501,0.06655611,0.0001204438,0.0001199706,0.0002654513,0.01647304,0.0003799667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935014,0.001305487,0.00005690968,0.001033263,0.001652583,0.0003324276,0.000006276177,0.0000243982,0.002087239],"genre_scores_gemma":[0.9976118,0.0002594822,0.001342593,0.000100724,0.0004719031,0.00002250268,0.000002467305,0.00002703906,0.000161533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06607413,"threshold_uncertainty_score":0.75572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147180376777313,"score_gpt":0.3323372663129228,"score_spread":0.3008654625451496,"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."}}