{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009612931,0.000248398,0.0002964711,0.001153427,0.00335008,0.001811242,0.0004166527,0.0004349101,0.002114631],"category_scores_gemma":[0.002207819,0.0001789558,0.0005028256,0.001760902,0.0009499463,0.0003814784,0.0006647769,0.0008246236,0.0002208178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007418943,"about_ca_system_score_gemma":0.01208369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9215866,"about_ca_topic_score_gemma":0.9431137,"domain_scores_codex":[0.9994569,0.00004435997,0.00002104455,0.00005577646,0.0002065804,0.0002152061],"domain_scores_gemma":[0.9981387,0.0002272568,0.0002975053,0.0000538913,0.0006557576,0.0006269302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001077125,0.0002034535,0.9455128,0.00004076979,0.00002990466,0.0001193167,0.03712438,0.00007577089,0.0007444962,0.0006045141,0.0005393237,0.01489767],"study_design_scores_gemma":[0.00000950129,0.00008543572,0.9699454,0.00003147066,0.00002149386,0.00006591844,0.02770954,0.0001526392,0.0001699595,0.00007758259,0.00170523,0.00002575242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983481,0.00005708784,0.00001136304,0.00005299698,0.000004045407,0.000006460259,0.00005540044,7.452079e-7,0.00146379],"genre_scores_gemma":[0.9980137,0.0001568891,0.00005549688,0.0000471743,0.000002719884,0.000006586959,0.0001023393,0.000001273008,0.00161377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07841343,"threshold_uncertainty_score":0.1577504,"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."}}