{"id":"W2002417021","doi":"10.1037/0022-3514.87.1.57","title":"Is It Culture or Is It Language? Examination of Language Effects in Cross-Cultural Research on Categorization.","year":2004,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":575,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute on Aging","keywords":"Categorization; Psychology; Mainland; Context (archaeology); Linguistics; Mainland China; Chinese culture; Categorical variable; Social psychology; China; Computer science","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":[0.01171443,0.0003576809,0.0003668581,0.001308082,0.001100614,0.001354645,0.0005688043,0.0004214656,0.002169895],"category_scores_gemma":[0.02825835,0.0003156063,0.0006790005,0.001456206,0.002921213,0.001634354,0.001778279,0.000951994,0.000136337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048682,"about_ca_system_score_gemma":0.0008753659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045051,"about_ca_topic_score_gemma":0.01829143,"domain_scores_codex":[0.9950781,0.003384376,0.0002019705,0.0005955985,0.0005168295,0.0002230732],"domain_scores_gemma":[0.9440882,0.04013402,0.007566933,0.003129382,0.003191105,0.001890412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007321161,0.0004783207,0.9200726,0.0002505559,0.001129335,0.0003255662,0.03950052,0.00009418553,0.005551677,0.001887978,0.0003197122,0.02965754],"study_design_scores_gemma":[0.00002919812,0.0004042217,0.983817,0.0000955209,0.0002804425,0.0001843127,0.01270648,0.0001699792,0.0008890328,0.0006316548,0.0007741374,0.00001793581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973716,0.0009962087,0.0001685582,0.0001482912,0.00001878708,0.000009025303,0.00001599629,0.000001644483,0.001269874],"genre_scores_gemma":[0.9990869,0.0002652326,0.0002437837,0.000130219,0.000009477506,0.0000216106,0.00003023927,0.000003143407,0.0002094039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171443,"threshold_uncertainty_score":0.06195253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2426373709223786,"score_gpt":0.5510622164432434,"score_spread":0.3084248455208648,"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."}}