{"id":"W4410504341","doi":"10.1027/2698-1866/a000100","title":"Cross-Cultural Adaptation of the Short Dark Tetrad (SD4) in the Brazilian Context","year":2025,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Digital Games and Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Adaptation (eye); Tetrad; Context (archaeology); Business; Psychology; Geography; Biology; Botany","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":[0.004032262,0.0003405295,0.0003313178,0.001296843,0.0006445684,0.0006909684,0.0004233565,0.0001968165,0.001580036],"category_scores_gemma":[0.01260686,0.0001960581,0.0005837749,0.0009436251,0.0006144415,0.0004661192,0.001196255,0.0004282697,0.0001832984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006684831,"about_ca_system_score_gemma":0.001125639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272688,"about_ca_topic_score_gemma":0.02835163,"domain_scores_codex":[0.9984994,0.000676429,0.0001981655,0.0001653958,0.0003358308,0.0001248611],"domain_scores_gemma":[0.9962978,0.001473793,0.0005747498,0.0004506403,0.000970954,0.0002321061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257235,0.0002744051,0.890649,0.0001759698,0.0001065486,0.0002254484,0.0132073,0.0001997202,0.001384446,0.001175356,0.001023892,0.09145217],"study_design_scores_gemma":[0.00002228599,0.0002767917,0.9789327,0.0002143559,0.00005375507,0.0004404173,0.009272865,0.0007917781,0.0007530598,0.001005541,0.008213889,0.00002258196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941763,0.0002219912,0.001093863,0.0001840644,0.00004857395,0.000133103,0.0002592933,0.000009883767,0.003872888],"genre_scores_gemma":[0.9965648,0.0001960961,0.002295686,0.00005474552,0.000007425439,0.0001596132,0.0002795708,0.00001012383,0.0004318987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272688,"threshold_uncertainty_score":0.02530557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08481528937089738,"score_gpt":0.3836462200946721,"score_spread":0.2988309307237747,"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."}}