{"id":"W2001359433","doi":"10.5964/ejop.v3i2.394","title":"Taking the Pulse of Global Psychology","year":2007,"lang":"en","type":"article","venue":"Europe’s Journal of Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; License; Citation; Library science; Section (typography); Computer science; World Wide Web; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001693206,0.0002185472,0.0004621987,0.0001080754,0.00008568823,0.00001732035,0.0009833029,0.0001811569,0.004536767],"category_scores_gemma":[0.0001992395,0.0001297621,0.000259772,0.0005824587,0.0004155889,0.00008247153,0.00006288593,0.0005741989,0.0001959693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176181,"about_ca_system_score_gemma":0.00002503449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005867177,"about_ca_topic_score_gemma":0.00005146349,"domain_scores_codex":[0.997306,0.0004921871,0.001135799,0.0002808213,0.0002737259,0.0005113988],"domain_scores_gemma":[0.9974091,0.0001832548,0.001378943,0.000502809,0.0003859093,0.0001399827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003770049,0.001410813,0.3402452,0.00002233565,0.000937731,0.001496524,0.004274905,0.000007709319,0.01788763,0.08666127,0.1127136,0.4305723],"study_design_scores_gemma":[0.001354522,0.001017712,0.9539819,0.00002540057,0.00006528007,0.003323631,0.0003221579,5.5486e-7,0.00004558483,0.00176815,0.03796435,0.0001307459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8126193,0.002650772,0.003002461,0.003536928,0.005585376,0.0001062745,0.00000857899,0.00001566789,0.1724747],"genre_scores_gemma":[0.9946482,0.0001592502,0.0004583591,0.003505778,0.0008411772,9.354346e-7,0.000001111814,0.00001946976,0.0003657605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6137367,"threshold_uncertainty_score":0.9963732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494664758855845,"score_gpt":0.4739157378047278,"score_spread":0.3244492619191433,"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."}}