{"id":"W4311938466","doi":"10.32920/21691763.v1","title":"Consumer behaviour of Chinese pre-teen and teenage youth","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Clothing; Psychology; Consumption (sociology); China; Order (exchange); Consumer behaviour; Advertising; Focus group; Experiential learning; Developmental psychology; Social psychology; Marketing; Business; Sociology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417507,0.0002309154,0.0002241012,0.000739574,0.0007094209,0.0006967889,0.0001665433,0.000363249,0.002227029],"category_scores_gemma":[0.0006509127,0.0002082535,0.0002978662,0.0006829597,0.0002425097,0.000355742,0.0002869348,0.0002818112,0.000224383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402322,"about_ca_system_score_gemma":0.0004664971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03310855,"about_ca_topic_score_gemma":0.05486958,"domain_scores_codex":[0.9998133,0.00002476444,0.00002206949,0.00002985994,0.0000599947,0.00005017494],"domain_scores_gemma":[0.99957,0.00005389724,0.0001430034,0.00001555771,0.00008703947,0.0001306571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004035205,0.00008216861,0.9819283,0.0000350943,0.00001563394,0.0003232691,0.01211809,0.00001363928,0.0006080845,0.00005656696,0.0001760976,0.004602749],"study_design_scores_gemma":[0.000001837339,0.00006475903,0.9893757,0.000009478463,0.00001131323,0.000157734,0.009783046,0.00006663093,0.0000995349,0.00001224839,0.0004138103,0.000003891029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995078,0.00004616872,0.000006176664,0.00001682543,0.000001479051,0.000003947233,0.0000433488,4.968296e-7,0.0003738349],"genre_scores_gemma":[0.9991497,0.0001350146,0.00002934618,0.00002983056,0.00000257604,0.000008143151,0.0001054143,7.603905e-7,0.0005391639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03310855,"threshold_uncertainty_score":0.06583172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278901973243376,"score_gpt":0.2677615365182683,"score_spread":0.2398713391939307,"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."}}