{"id":"W2967256148","doi":"10.1177/1354067x19868146","title":"Psychologizing indexes of societal progress: Accounting for cultural diversity in preferred developmental pathways","year":2019,"lang":"en","type":"article","venue":"Culture & Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Japan Society for the Promotion of Science","keywords":"Human Development Index; Human development (humanity); Diversity (politics); Variety (cybernetics); Cultural diversity; Sociology; Social change; Environmental ethics; Social science; Political science; Economic growth; Economics","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":[0.01241467,0.0006216493,0.0004439369,0.006404765,0.000880683,0.003373753,0.0007128314,0.0004590947,0.002656302],"category_scores_gemma":[0.05886429,0.0002180185,0.0007634666,0.005758676,0.002291868,0.004413674,0.003681224,0.001364653,0.0001945295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624141,"about_ca_system_score_gemma":0.001281392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009151475,"about_ca_topic_score_gemma":0.01091382,"domain_scores_codex":[0.9955041,0.002741345,0.0003556045,0.0005212213,0.0006617482,0.0002160826],"domain_scores_gemma":[0.9671892,0.01942422,0.004899961,0.00444513,0.002875579,0.001165956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002115402,0.0002000932,0.8483106,0.0001951638,0.0006058998,0.0001437437,0.009491404,0.01444158,0.0004447172,0.02644896,0.0009405366,0.09856565],"study_design_scores_gemma":[0.00002697127,0.000299822,0.831998,0.0002086946,0.0002156664,0.0002067783,0.01449035,0.03976734,0.0009600125,0.1055064,0.006205674,0.0001142239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404314,0.0005595951,0.03385606,0.000665699,0.00006036608,0.0002429403,0.001008031,0.0000780414,0.02309793],"genre_scores_gemma":[0.9885245,0.0001687883,0.010433,0.00004125524,0.00001507554,0.0001396872,0.0003463662,0.00001629719,0.0003150479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01241467,"threshold_uncertainty_score":0.06565583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2007837688408373,"score_gpt":0.4209555500572364,"score_spread":0.2201717812163991,"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."}}