{"id":"W4403241183","doi":"10.17615/j71a-aj22","title":"Addressing climate change with behavioral science: A global intervention tournament in 63 countries","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Stanford Center on Philanthropy and Civil Society; Uniwersytet Śląski w Katowicach; Shell Brasil; NOMIS Stiftung; Université de Lausanne; Université de Genève; Universität Hamburg; Simon Fraser University; Japan Society for the Promotion of Science; Canada Research Chairs; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Research University Higher School of Economics; Universität Wien; Aarhus Universitets Forskningsfond; American University of Sharjah; Fonds De La Recherche Scientifique - FNRS; Riksbankens Jubileumsfond; Fonds Wetenschappelijk Onderzoek; Austrian Science Fund; Radboud Universiteit; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Colorado Boulder; University of St Andrews; Aarhus Universitet; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Jacobs Foundation; Pomona College; Clemson University; Universitetet i Stavanger; Universitat Ramon Llull; Vetenskapsrådet; John Templeton Foundation; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; Vrije Universiteit Amsterdam; National Science Foundation; James S. McDonnell Foundation","keywords":"Tournament; Intervention (counseling); Climate change; Psychology; Environmental science; Ecology; Biology; Mathematics","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":[0.01095294,0.000943715,0.0007943616,0.0005020528,0.003616967,0.001322177,0.000582529,0.001383881,0.003373943],"category_scores_gemma":[0.009281517,0.0006794857,0.001002378,0.0006873718,0.001935271,0.001117956,0.004590193,0.00200059,0.0005755364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709827,"about_ca_system_score_gemma":0.003996015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005760528,"about_ca_topic_score_gemma":0.01356732,"domain_scores_codex":[0.9960656,0.002612432,0.0001574701,0.0002954931,0.0001789725,0.0006901363],"domain_scores_gemma":[0.9942105,0.002467246,0.0003883593,0.0005002487,0.0005380748,0.00189553],"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":[0.02380283,0.1434761,0.211474,0.002019877,0.001501589,0.001653373,0.07684066,0.01084166,0.009021575,0.002815687,0.01639827,0.5001544],"study_design_scores_gemma":[0.03239642,0.1121643,0.6652108,0.0007310594,0.001208849,0.0004162379,0.0691329,0.00736331,0.01707351,0.007312024,0.08648532,0.0005052973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939354,0.00012191,0.000616434,0.0008936885,0.00005135527,0.001164607,0.0001381876,0.00006075787,0.003017687],"genre_scores_gemma":[0.9911394,0.0001853292,0.003180892,0.001147884,0.00004258123,0.002371936,0.0002164719,0.00002509374,0.001690486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095294,"threshold_uncertainty_score":0.0579254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673008996289083,"score_gpt":0.324134776281832,"score_spread":0.2874046863189411,"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."}}