{"id":"W3091293017","doi":"10.1016/j.obhdp.2020.07.002","title":"Creative destruction in science","year":2020,"lang":"en","type":"article","venue":"Organizational Behavior and Human Decision Processes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California State University, Fresno; Harvard Kennedy School; University of California, Santa Barbara; Technische Universität Dortmund; Singapore Management University; Universität Kassel; Universität Konstanz; Stockholms Universitet; School of Psychology, Cardiff University; Universidade Federal de Sergipe; Universiteit van Tilburg; Syddansk Universitet; Memorial University of Newfoundland; Università degli Studi dell'Insubria; Max-Planck-Institut für Kognitions- und Neurowissenschaften; Ben-Gurion University of the Negev; Knut och Alice Wallenbergs Stiftelse; Universitetet i Bergen; Linköpings Universitet; KU Leuven; Universiteit Maastricht; Université de Genève; Vrije Universiteit Amsterdam; Radboud Universiteit; Rijksuniversiteit Groningen; University of Warwick; Trinity College Dublin; University of Otago; Northern Illinois University; University of Limerick; Technische Universiteit Eindhoven; University of Auckland; Universidad de Alicante; Cardiff University; Ariel University; De Montfort University; University of Toronto; Macquarie University; University of Alberta; Universiteit van Amsterdam; University of Chittagong; Technion-Israel Institute of Technology; Universidad de La Laguna; Trinity Western University; Universität Wien; American University of Sharjah; Slovenská Akadémia Vied; Toulouse School of Economics; Central Queensland University; Univerzita Karlova v Praze; University College Dublin; University of Essex; Carnegie Mellon University; Western Kentucky University; Kingston University; University of Regina; King's College London; Indian Institute of Technology Delhi; Universiteit Gent; Georgia Southern University; Louisiana State University; Lunds Universitet; Pennsylvania State University; University of Cincinnati; Karolinska Institutet; Yale University; University of Queensland; Emory University; Tulane University; National University of Singapore; Julius-Maximilians-Universität Würzburg; University of Texas at Austin; Loyola University Chicago; International Research and Exchanges Board; Uniwersytet Śląski w Katowicach; University of Washington; Loughborough University; Uniwersytet Wrocławski; Technische Universität Dresden; University of Pennsylvania; National Research University Higher School of Economics; Umeå Universitet; University of Denver; Fordham University; University of Oxford; Jan Wallanders och Tom Hedelius Stiftelse samt Tore Browaldhs Stiftelse; Florida State University; York University; University of Missouri","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09782828,0.001571058,0.001805101,0.006787591,0.0100856,0.02244785,0.004582569,0.006602386,0.007713788],"category_scores_gemma":[0.1403121,0.001138469,0.002608299,0.003008309,0.1261785,0.02558651,0.02010156,0.01382126,0.002436406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006921954,"about_ca_system_score_gemma":0.00971837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423018,"about_ca_topic_score_gemma":0.001128166,"domain_scores_codex":[0.901358,0.06789307,0.004095386,0.00963712,0.01484148,0.002174988],"domain_scores_gemma":[0.7548815,0.162167,0.006580075,0.06501822,0.008400247,0.002952951],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003852018,0.00002494009,0.0003454628,0.0002810278,0.0000311802,0.00009067879,0.008066716,0.0005010751,0.0002034646,0.9696766,0.003355439,0.01738499],"study_design_scores_gemma":[0.00003211226,0.00003161446,0.0001402867,0.0002857833,0.0000115868,0.0001452463,0.0008419925,0.0006806991,0.0003165371,0.9387447,0.05874075,0.00002865134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02754217,0.02420773,0.5181837,0.09968102,0.01063601,0.001216806,0.000227199,0.001728013,0.3165774],"genre_scores_gemma":[0.6131831,0.008357193,0.3009254,0.02760322,0.005699687,0.004441762,0.0002433581,0.001511404,0.03803482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9021717,"threshold_uncertainty_score":0.5173715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2942668498997326,"score_gpt":0.4532838181846081,"score_spread":0.1590169682848755,"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."}}