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Lundbeck A/S; Fondation Partager le Savoir; European Social Fund; Centre National pour la Recherche Scientifique et Technique; Georgian National Science Foundation; Japan Society for the Promotion of Science; National Research Center \"Kurchatov Institute\"; British Columbia Knowledge Development Fund; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Israel Science Foundation; U.S. Department of Energy; Israeli Centers for Research Excellence; Comisión Nacional de Investigación Científica y Tecnológica; Türkiye Atom Enerjisi Kurumu; Joint Institute for Nuclear Research; Ministerstwo Edukacji i Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Fonds Québécois de la Recherche sur la Nature et les Technologies; Austrian Science Fund; Ontario Innovation Trust; National Natural Science Foundation of China; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Javna Agencija za Raziskovalno Dejavnost RS; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; General Secretariat for Research and Technology; National Science Foundation; Lundbeckfonden; Compute Canada; Alexander von Humboldt-Stiftung; TRIUMF; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); CERN; Danmarks Grundforskningsfond; Canarie","keywords":"Production (economics); 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":[0.0007485457,0.000501407,0.0004273128,0.001553731,0.0005783166,0.0009384865,0.0005110913,0.0003830114,0.002616351],"category_scores_gemma":[0.0007714435,0.0004833637,0.0004283891,0.002186992,0.000314462,0.0004251198,0.0006390684,0.0003397155,0.0005948786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006422814,"about_ca_system_score_gemma":0.0002999899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691197,"about_ca_topic_score_gemma":0.004618922,"domain_scores_codex":[0.9994868,0.00008793385,0.00003487055,0.0001717576,0.0001326003,0.00008597629],"domain_scores_gemma":[0.9992853,0.0002329687,0.0002558709,0.0000588297,0.0000555125,0.0001115146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0149442,0.0005395538,0.7537044,0.0008475297,0.001516255,0.008291941,0.001032771,0.01736179,0.1455342,0.01279838,0.01608046,0.02734848],"study_design_scores_gemma":[0.0002628758,0.0008978713,0.8990782,0.0000448547,0.000269984,0.004676027,0.0003384116,0.01606407,0.06329019,0.003901862,0.01098073,0.0001948507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9822654,0.0006764018,0.001075155,0.0000373094,0.00001470097,0.00001615113,0.01254333,0.0001511871,0.00322032],"genre_scores_gemma":[0.9759932,0.0002668765,0.001099352,0.00004338934,0.00001340216,0.00002648614,0.0213442,0.00004981938,0.001163287],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.002691197,"threshold_uncertainty_score":0.008752525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009505484162241,"score_gpt":0.2441945339719108,"score_spread":0.2340994791302884,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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