{"id":"W3155183205","doi":"10.1037/pspi0000365","title":"Need satisfaction in intergroup contact: A multinational study of pathways toward social change.","year":2021,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"European Regional Development Fund; Fundacja na rzecz Nauki Polskiej; Economic and Social Research Council; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Social Sciences and Humanities Research Council of Canada; Agencia Nacional de Investigación y Desarrollo; Fonds Wetenschappelijk Onderzoek; National Research University Higher School of Economics; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Staatssekretariat für Bildung, Forschung und Innovation; Centro de Estudios de Conflicto y Cohesión Social; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Psychology; Social psychology; Disadvantaged; Empowerment; Contact hypothesis; Ethnic group; Prejudice (legal term); Social change; Social support; Psychological intervention; Developmental psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001317568,0.0001161386,0.0004912056,0.000159043,0.0002976978,0.00002647318,0.0001459286,0.0002939499,0.0002926437],"category_scores_gemma":[0.0001888587,0.0001219017,0.0001739953,0.0003091868,0.0003057772,0.000252919,0.00003502492,0.0004376414,0.000001673424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268642,"about_ca_system_score_gemma":0.0001198971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426853,"about_ca_topic_score_gemma":0.009388913,"domain_scores_codex":[0.9974053,0.001126238,0.0006232272,0.0002037935,0.0003927344,0.0002487064],"domain_scores_gemma":[0.9988096,0.0001557657,0.0005125934,0.00004408023,0.0004147615,0.00006315682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005160234,0.00158855,0.2489534,0.00002269788,0.0001548498,0.000074934,0.703658,5.708064e-8,0.002145218,0.01839151,0.0009408884,0.02355393],"study_design_scores_gemma":[0.002257304,0.0003743803,0.8203047,0.00001167173,0.00002492557,0.00001763348,0.1717503,8.03586e-7,0.000003276195,0.003260122,0.001904321,0.00009059274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843563,0.0001448331,0.00003848289,0.01216156,0.001188086,0.0001461733,0.00001144834,0.000007080681,0.00194603],"genre_scores_gemma":[0.9969487,0.00007290536,0.00004173362,0.001488547,0.001402833,0.000008454394,0.000002156651,0.000007548992,0.0000271479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5713513,"threshold_uncertainty_score":0.5239234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154254467396624,"score_gpt":0.4174836316584005,"score_spread":0.2632291642617766,"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."}}