{"id":"W2171757047","doi":"10.1177/0022022103260459","title":"The Ecocultural Framework, Ecosocial Indices, and Psychological Variables in Cross-Cultural Research","year":2004,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Intrapersonal communication; Psychology; Social psychology; Hofstede's cultural dimensions theory; Context (archaeology); Individualism; Interpersonal communication; Sociology; Geography","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":[0.006795468,0.0005436002,0.0005316488,0.004632644,0.001539544,0.004001004,0.0004893661,0.0006030529,0.001183424],"category_scores_gemma":[0.009052107,0.000346016,0.0004330002,0.00553774,0.007432093,0.003321332,0.003082534,0.001268342,0.00006513976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410678,"about_ca_system_score_gemma":0.001476692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005782036,"about_ca_topic_score_gemma":0.01017723,"domain_scores_codex":[0.9956001,0.003216073,0.0001691468,0.0003775346,0.0004672043,0.0001699381],"domain_scores_gemma":[0.9888358,0.007629021,0.001386858,0.0005819623,0.0008388062,0.0007276306],"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":[0.00009354056,0.0003235342,0.7653901,0.000433384,0.0005236932,0.0005729354,0.022303,0.00169947,0.0009062036,0.1255388,0.0005187417,0.08169664],"study_design_scores_gemma":[0.00001888983,0.0002170653,0.8550418,0.0005214313,0.000169362,0.0005146431,0.03437353,0.004025242,0.0004312035,0.09856329,0.006035358,0.00008837177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9593966,0.01014145,0.0137258,0.001361358,0.0001061671,0.0000801702,0.0001205804,0.00001681953,0.01505103],"genre_scores_gemma":[0.9946206,0.001072601,0.003881642,0.0001259012,0.00002284387,0.0000703471,0.00003908571,0.000003535053,0.0001635089],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006795468,"threshold_uncertainty_score":0.03593826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2556708144248688,"score_gpt":0.5710756419609693,"score_spread":0.3154048275361004,"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."}}