{"id":"W3124353084","doi":"","title":"Values and Attitudes towards Innovation among Canadian, Chinese and Russian Students","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Cultural Differences and Values","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conformity; Creativity; Value (mathematics); Mediation; Psychology; Cultural values; China; Social psychology; Set (abstract data type); Human values; World Values Survey; Sociology; Political science; Gender studies; Social science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000930726,0.0003045807,0.0004487208,0.0006472228,0.0001833178,0.0004738586,0.000471937,0.0004726798,0.0004172794],"category_scores_gemma":[0.0001592859,0.0002567908,0.00004583426,0.000160783,0.0004084168,0.000134629,0.0007950815,0.00105946,0.00001504885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003563244,"about_ca_system_score_gemma":0.0001908823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1160172,"about_ca_topic_score_gemma":0.09319872,"domain_scores_codex":[0.997674,0.0002064972,0.0004773027,0.0008230511,0.0001989833,0.0006201862],"domain_scores_gemma":[0.998897,0.0001095108,0.0001302082,0.0004982329,0.0001019643,0.0002630549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001788081,0.00005252646,0.9130772,0.00008364009,0.0001314652,0.00001308221,0.002595361,0.00001335598,0.000008112202,0.001736199,0.0001130792,0.08215811],"study_design_scores_gemma":[0.000349073,0.00005952827,0.9927073,0.0001167006,0.000005966091,0.000005474201,0.0008529786,0.0002565189,0.000001388536,0.004924888,0.0004481163,0.0002721318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949836,0.0002918937,1.134272e-7,0.0003186314,0.0004662881,0.000711254,0.00005126945,0.00002415609,0.04830046],"genre_scores_gemma":[0.98851,0.003355157,0.00007222717,0.00007261251,0.0001960592,0.0002322831,0.00008663008,0.00003283031,0.007442261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08188598,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07354955272150117,"score_gpt":0.4149085837038142,"score_spread":0.341359030982313,"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."}}