{"id":"W7029818956","doi":"","title":"LEVERS Learning Framework","year":2023,"lang":"en","type":"other","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; Research Institute of Science and Technology for Society; Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge; Economic and Social Research Council; HORIZON EUROPE Framework Programme; Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi; Centre for Marine Socioecology; National Science and Technology Council; Fundación Española para la Ciencia y la Tecnología; Genome Alberta; NOMIS Stiftung; National Research University Higher School of Economics; Uniwersytet Łódzki; Government of Alberta; Fédération Wallonie-Bruxelles; Universitetet i Bergen; Universität zu Lübeck; Univerzita Karlova v Praze; Conselho Nacional de Desenvolvimento Científico e Tecnológico; United States Agency for International Development; Universität Wien; Eidgenössische Technische Hochschule Zürich; Uniwersytet Warszawski; Aston University; Aarhus Universitets Forskningsfond; Lembaga Pengelola Dana Pendidikan; Austrian Science Fund; Universität Zürich; John Templeton Foundation; Bundesministerium für Bildung und Forschung; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Aarhus Universitet; Victoria University of Wellington; Agentúra na Podporu Výskumu a Vývoja; Bundesamt für Energie; University of Warwick; National Science Foundation; UK Research and Innovation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Government of the United Kingdom; City University of Hong Kong; Victoria University; Resnick Sustainability Institute for Science, Energy and Sustainability, California Institute of Technology; Massachusetts Institute of Technology; Turun Yliopisto; Universität Hamburg; California Institute of Technology; University of Tasmania; Genome Canada; Harvard University; Carleton College; Vetenskapsrådet; Trinity Western University; Agence Nationale de la Recherche; Université Catholique de Louvain; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; Bill and Melinda Gates Foundation; Harvey Mudd College","keywords":"","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":[0.003814197,0.0008316415,0.0009091187,0.001894325,0.001497492,0.007499921,0.003259413,0.003157162,0.2506193],"category_scores_gemma":[0.01450988,0.0004843663,0.0009103002,0.002236573,0.002290846,0.006134532,0.005111452,0.002780793,0.09294315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002535649,"about_ca_system_score_gemma":0.004746855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006565873,"about_ca_topic_score_gemma":0.008685419,"domain_scores_codex":[0.9960841,0.001180185,0.000136179,0.0006702126,0.001391701,0.000537684],"domain_scores_gemma":[0.9940985,0.001967114,0.0001956884,0.00208021,0.001139114,0.0005194035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003469277,0.00009029136,0.0002520775,0.00009550311,0.0000162115,0.00005043894,0.00007676752,0.003523872,0.0001528181,0.6729354,0.1739251,0.1488468],"study_design_scores_gemma":[0.00002265756,0.00002018153,0.0001521905,0.0001210024,0.00001158594,0.0000653868,0.0000818637,0.01983669,0.0004108089,0.5149675,0.4642876,0.00002250829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001548814,0.0007717902,0.1897206,0.009064329,0.000811507,0.0001805349,0.002352183,0.006756638,0.7887937],"genre_scores_gemma":[0.08874062,0.001245206,0.09740643,0.002366332,0.0005641617,0.0004933425,0.004684227,0.003182649,0.8013169],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2506193,"threshold_uncertainty_score":0.8384051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2817927072403328,"score_gpt":0.47555952545758,"score_spread":0.1937668182172471,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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