{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009396486,0.0009874395,0.000722979,0.0004435132,0.003459647,0.00109129,0.0005496358,0.001520399,0.00319759],"category_scores_gemma":[0.007951528,0.0006201849,0.001020162,0.0005284791,0.001981054,0.0009672919,0.003844233,0.002136291,0.0005279693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410694,"about_ca_system_score_gemma":0.002787087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005027593,"about_ca_topic_score_gemma":0.0103899,"domain_scores_codex":[0.9970248,0.001894778,0.0001026572,0.0003006912,0.0001404159,0.0005366466],"domain_scores_gemma":[0.9952725,0.002107185,0.0003110791,0.0004498341,0.0004113433,0.001448164],"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":[0.02635674,0.130373,0.2256917,0.002395956,0.002034166,0.002253003,0.07990166,0.01598381,0.01781395,0.005026023,0.02248379,0.4696862],"study_design_scores_gemma":[0.02435907,0.08105523,0.7255254,0.0005903795,0.0009982069,0.0003989316,0.04954987,0.009055287,0.01474553,0.01061629,0.08265737,0.0004484543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936523,0.0001029561,0.0009162813,0.0008675327,0.00008058513,0.001077817,0.0001807115,0.00004846814,0.003073339],"genre_scores_gemma":[0.9897572,0.0001648802,0.004384322,0.001103573,0.000060346,0.002366966,0.0003270208,0.00002854134,0.001807114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009396486,"threshold_uncertainty_score":0.04969394,"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."}}