{"id":"W4310154752","doi":"10.32629/memf.v3i5.1058","title":"The Role of Self-Construal in Group-Buying Propensities of Chinese and Canadian Generation Z","year":2022,"lang":"en","type":"article","venue":"Modern Economics & Management Forum","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Interdependence; Self construal; Social psychology; Psychology; Friendship; Incentive; Purchasing; Advertising; Marketing; Business; Sociology; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001602583,0.0002406504,0.0001926521,0.001236138,0.001967095,0.001570376,0.0003630511,0.0002951017,0.001965059],"category_scores_gemma":[0.003487772,0.0001792328,0.0002796206,0.001012477,0.00213921,0.0004836262,0.001184526,0.0005683134,0.00007782493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126145,"about_ca_system_score_gemma":0.003343881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4619474,"about_ca_topic_score_gemma":0.5809377,"domain_scores_codex":[0.9994686,0.00009617661,0.00002534843,0.0000663762,0.0001815659,0.000161873],"domain_scores_gemma":[0.9981607,0.0004032066,0.000516505,0.000152721,0.000317581,0.0004492984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001709891,0.00008479964,0.9159189,0.00002599433,0.00004866598,0.0001950086,0.06885943,0.0000790593,0.0009897547,0.002157185,0.0002280877,0.01124209],"study_design_scores_gemma":[0.000005404703,0.00003001017,0.9771636,0.00001082095,0.00001368411,0.00003962487,0.02156007,0.0002176002,0.0001143819,0.0002525029,0.0005775772,0.00001473475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998991,0.00002222688,0.00002181184,0.0000440292,0.000001018485,0.000003822546,0.00001792626,6.292784e-7,0.0008974808],"genre_scores_gemma":[0.9996639,0.00002266287,0.00003145732,0.00001341719,5.665498e-7,0.000001919161,0.00002869602,6.851599e-7,0.0002365127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5380526,"threshold_uncertainty_score":0.9185172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00582488032113188,"score_gpt":0.2002093757205643,"score_spread":0.1943844953994324,"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."}}