{"id":"W4393933660","doi":"10.1037/dev0001732","title":"The Global Temperament Project: Parent-reported temperament in infants, toddlers, and children from 59 nations.","year":2024,"lang":"en","type":"article","venue":"Developmental Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Trieste; University of Thessaly; Pontificia Universidad Católica de Chile; College of Engineering, Michigan State University; Università degli Studi di Padova; Uppsala Universitet; Universidade do Porto; Université de Genève; Université de Sherbrooke; Universidad Autónoma de Nuevo León; Universidad Autónoma del Estado de Morelos; Ben-Gurion University of the Negev; University of Toronto; Universitat de València; University of Glasgow; Pontificia Universidade Catolica de Campinas; Durham University; University of Oregon; Michigan State University; East Tennessee State University; University of Canterbury; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Université de Liège; Universiteit Utrecht; Bowdoin College; Universidad del Norte; Washington State University","keywords":"Negative affectivity; Temperament; Psychology; Neuroticism; Positive affectivity; Developmental psychology; Extraversion and introversion; Personality; Conscientiousness; Big Five personality traits; Clinical psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003599369,0.0003388644,0.0002691775,0.0001929995,0.0003653601,0.0002006922,0.0002792039,0.0002032954,0.000419303],"category_scores_gemma":[0.00002690499,0.0002575141,0.00008005773,0.0006970065,0.0002035636,0.0001057668,0.0001272514,0.0003436035,0.00033918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381462,"about_ca_system_score_gemma":0.00020405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006715335,"about_ca_topic_score_gemma":0.0005335198,"domain_scores_codex":[0.9973278,0.0001362425,0.0007444539,0.00090287,0.0003227005,0.000565931],"domain_scores_gemma":[0.999414,0.0001194607,0.00008572605,0.0002287796,0.00003149264,0.0001205217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003043939,0.0007070149,0.7343822,0.00002069794,0.0008937847,0.0001513824,0.004472428,5.684735e-7,0.0001149563,0.01644325,0.05744052,0.1850689],"study_design_scores_gemma":[0.001104761,0.00003973898,0.8611677,0.0001717854,0.00001583331,0.0001627546,0.0007301597,0.000003186291,0.000008473745,0.002771285,0.1335136,0.0003108039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647309,0.005090228,0.00003534752,0.005907615,0.004764505,0.0009175671,0.0001539793,0.0001562392,0.01824366],"genre_scores_gemma":[0.9940864,0.001326836,0.0004481916,0.002191602,0.0002909995,0.0001966312,0.0003823032,0.0000272719,0.001049726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847581,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825991445091737,"score_gpt":0.3424580885084533,"score_spread":0.3141981740575359,"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."}}