{"id":"W2057215260","doi":"10.1159/000270886","title":"Cultural Differences in Color/Form Preference and in Classificatory Behavior","year":2009,"lang":"en","type":"article","venue":"Human Development","topic":"Color perception and design","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Zulu; Preference; Psychology; Developmental psychology; Hausa; Social psychology; Linguistics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001369712,0.000118125,0.0001552576,0.000151728,0.00006431586,0.00002821195,0.0001071632,0.0000890032,0.001193021],"category_scores_gemma":[0.000003683112,0.0001020037,0.00001207594,0.0001020996,0.00005125589,0.00005950157,0.0000196937,0.0001490843,0.0001160425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172346,"about_ca_system_score_gemma":0.00003278071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002131267,"about_ca_topic_score_gemma":0.0007489829,"domain_scores_codex":[0.9990837,0.00004769371,0.0002774019,0.0002638895,0.0001058711,0.0002214242],"domain_scores_gemma":[0.9997691,0.00001429377,0.00004018214,0.0001027979,0.00001416183,0.00005949457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001056687,0.0007078864,0.8909718,0.00000712565,0.000006200309,0.00005300425,0.03651284,1.214506e-7,0.002390929,0.004068764,0.001986455,0.06318921],"study_design_scores_gemma":[0.000739517,0.00008866897,0.9961498,0.0000187675,0.000001889057,0.000004305384,0.001139303,0.000001969758,0.00004265702,0.0001222021,0.001540841,0.000150046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878945,0.00004519675,0.000003512944,0.00005825443,0.00006143756,0.0002617346,4.136361e-7,0.00003397883,0.01164097],"genre_scores_gemma":[0.9963147,0.0000081548,0.0001766793,0.000182515,0.00001174151,0.0001451834,0.000006733094,0.000003762363,0.003150534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105178,"threshold_uncertainty_score":0.99972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953449331596067,"score_gpt":0.3598396441376068,"score_spread":0.1644947109780001,"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."}}