{"id":"W2109091127","doi":"10.1177/0022022109335183","title":"Reanalysis of the Structure of the Greek Personality Lexicon","year":2009,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Psychology","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Calgary","funders":"","keywords":"Lexicon; Personality; Adjective; Psychology; Linguistics; Valence (chemistry); Subject (documents); Big Five personality traits; Set (abstract data type); Natural language processing; Cognitive psychology; Computer science; Social psychology; Noun; Philosophy; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007234431,0.0002860652,0.0007941767,0.0001082677,0.0001821054,0.00003776844,0.001412641,0.0004260889,0.001855833],"category_scores_gemma":[0.0002054301,0.0001378109,0.001102535,0.0006586655,0.001761537,0.0002295986,0.00004806948,0.0009888802,0.000006241541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004109955,"about_ca_system_score_gemma":0.0000722935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000761355,"about_ca_topic_score_gemma":0.00007626109,"domain_scores_codex":[0.9966759,0.0006677869,0.001347185,0.000341839,0.0005475576,0.0004197158],"domain_scores_gemma":[0.9959822,0.0001240754,0.002068679,0.0007930177,0.000925026,0.0001069758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003921764,0.001769331,0.3722943,0.00007477216,0.002492645,0.0000751237,0.02391097,0.0000802027,0.4736447,0.02356467,0.06824828,0.02992321],"study_design_scores_gemma":[0.001832141,0.000493202,0.97475,0.00003905983,0.0001996974,0.001392672,0.0004028649,0.000001718883,0.001390773,0.009892663,0.009451062,0.000154112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718243,0.0007508385,0.00002102161,0.01518485,0.002567353,0.0001421656,0.0001093131,0.000006891335,0.009393305],"genre_scores_gemma":[0.9935955,0.00002336856,0.0001095918,0.004846655,0.000453837,4.61234e-7,0.0000026161,0.00001245884,0.0009555515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6024557,"threshold_uncertainty_score":0.9990566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04866452771704368,"score_gpt":0.4299806453363013,"score_spread":0.3813161176192576,"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."}}