{"id":"W4388850023","doi":"10.31234/osf.io/cr5at","title":"Addressing Climate Change with Behavioral Science: A Global Intervention Tournament in 63 Countries","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Bundesamt für Energie; Biotechnology and Biological Sciences Research Council; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; Shell Brasil; NOMIS Stiftung; Université de Lausanne; Agencia Nacional de Investigación y Desarrollo; Vrije Universiteit Amsterdam; Université de Genève; Austrian Science Fund; Stanford Center on Philanthropy and Civil Society; Thammasat University; Universität Hamburg; Simon Fraser University; Medical Research Council; National Research Foundation of Korea; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universitat Ramon Llull; National Research University Higher School of Economics; American University of Sharjah; Universität Wien; James S. McDonnell Foundation; Aarhus Universitets Forskningsfond; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fonds De La Recherche Scientifique - FNRS; Riksbankens Jubileumsfond; Fonds Wetenschappelijk Onderzoek; National Research Foundation; University of St Andrews; Radboud Universiteit; Japan Society for the Promotion of Science; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Colorado Boulder; Aarhus Universitet; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Jacobs Foundation; Pomona College; Vetenskapsrådet; John Templeton Foundation; Clemson University; Universitetet i Stavanger; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; National Science Foundation","keywords":"Psychological intervention; Climate change; Intervention (counseling); Psychology; Skepticism; Task (project management); Behavior change; Social psychology; Environmental resource management; Economics; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.002280237,0.0001701856,0.000221107,0.0002563909,0.0006941793,0.0007729568,0.000690584,0.0001903257,0.0007750174],"category_scores_gemma":[0.0000350537,0.0001559593,0.00007615515,0.0006639323,0.0007777801,0.000437639,0.0009881823,0.000321899,0.00009394698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602608,"about_ca_system_score_gemma":0.0002516232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03086256,"about_ca_topic_score_gemma":0.2498102,"domain_scores_codex":[0.9978139,0.0002104367,0.0003296135,0.0003954584,0.0007648738,0.0004856913],"domain_scores_gemma":[0.9990085,0.00002518114,0.0002341793,0.000394868,0.0002192001,0.0001181163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000261018,0.0010264,0.5467131,0.0006115546,0.0000234851,0.00004436657,0.2495347,0.00005397728,0.00002858018,0.03352211,0.0006647967,0.1675159],"study_design_scores_gemma":[0.0018577,0.0003049672,0.7348005,0.009207645,0.0001276481,0.000005931327,0.2329802,0.001198977,0.00001754435,0.00566434,0.01234702,0.001487537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622509,0.0003105826,0.00008080869,0.007725723,0.001371661,0.0012818,0.0001627192,0.0004204682,0.02639535],"genre_scores_gemma":[0.9914728,0.007123717,0.0003733673,0.0001681678,0.0002106596,0.0002867799,0.000118659,0.00001460065,0.0002312388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2189476,"threshold_uncertainty_score":0.975591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7802948550727201,"score_gpt":0.5801677728353357,"score_spread":0.2001270822373844,"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."}}