{"id":"W4220893899","doi":"10.1111/ajsp.12533","title":"Preference for modernization is universal, but expected modernization trajectories are culturally diversified: A <scp>nine‐country</scp> study of folk theories of societal development","year":2022,"lang":"en","type":"article","venue":"Asian Journal Of Social Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Japan Society for the Promotion of Science; Narodowe Centrum Nauki","keywords":"Modernization theory; Openness to experience; Poverty; China; Preference; Sociology; Psychology; Economic growth; Political science; Development economics; Social psychology; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002312216,0.000210412,0.000530488,0.0001429165,0.0004391501,0.00001988006,0.0004536279,0.0001407566,0.0003506925],"category_scores_gemma":[0.0000667448,0.0001796638,0.0001688219,0.000359291,0.0001653201,0.0001918923,0.0000764423,0.0002599199,0.000001100088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008457438,"about_ca_system_score_gemma":0.00009398932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003479129,"about_ca_topic_score_gemma":0.00004303203,"domain_scores_codex":[0.9980927,0.0002625729,0.0007006228,0.000269796,0.0004215135,0.000252788],"domain_scores_gemma":[0.9976314,0.0001080495,0.001381195,0.0001259934,0.000699497,0.00005392154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001148574,0.00229683,0.06713296,0.00006947308,0.00222363,0.00001518627,0.8973886,0.0002032512,0.002452778,0.007812994,0.01401113,0.005244629],"study_design_scores_gemma":[0.003586117,0.001767312,0.3643611,0.00001708779,0.0002426561,0.00001849176,0.6268758,0.0000334265,0.0001560291,0.002020419,0.0007977124,0.0001238661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918476,0.0002318857,0.00526038,0.0002659536,0.0009086846,0.0004337929,0.0001236224,0.00001813807,0.0009099271],"genre_scores_gemma":[0.9984995,0.00001961355,0.0002866946,0.0000633883,0.0001520532,0.00002339191,0.00003836059,0.00001952285,0.0008974383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2972282,"threshold_uncertainty_score":0.7326477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0937047520130427,"score_gpt":0.3524994801345753,"score_spread":0.2587947281215326,"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."}}