{"id":"W4403802633","doi":"10.1088/1361-6471/ad1a78","title":"The strong coupling constant: state of the art and the decade ahead","year":2024,"lang":"en","type":"article","venue":"Journal of Physics G Nuclear and Particle Physics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Excellent Science; High Energy Physics; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; U.S. Department of Energy; Agencia Estatal de Investigación; Fundação de Amparo à Pesquisa do Estado de São Paulo; Office of Science; Austrian Science Fund; Ministerio de Ciencia, Innovación y Universidades; Universität Wien; Science and Technology Facilities Council; Strong","keywords":"Constant (computer programming); State (computer science); Coupling constant; Coupling (piping); Physics; Statistical physics; Theoretical physics; Engineering physics; Computer science; Quantum mechanics; Engineering; Mechanical engineering; Algorithm","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":[0.009515692,0.001341671,0.00220072,0.00279943,0.0009588046,0.006207222,0.002687266,0.005414262,0.01194841],"category_scores_gemma":[0.009082629,0.0008508669,0.0008602484,0.003120894,0.004642205,0.01055888,0.002896815,0.006879241,0.006589469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003957031,"about_ca_system_score_gemma":0.003713553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039392,"about_ca_topic_score_gemma":0.002209186,"domain_scores_codex":[0.998437,0.0003927846,0.0001056001,0.0004100373,0.000440436,0.0002141794],"domain_scores_gemma":[0.9888709,0.006458411,0.000695858,0.00053596,0.002437812,0.001000983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006392061,0.0001984806,0.001232967,0.00548189,0.0001114742,0.0001530655,0.0002080489,0.002288087,0.001460082,0.1616965,0.1345377,0.6919926],"study_design_scores_gemma":[0.00005992747,0.000147111,0.001590659,0.004659365,0.00008729213,0.0002182818,0.0004924302,0.002071617,0.0009641552,0.2329023,0.7566836,0.000123187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001377552,0.9517697,0.001972025,0.03394959,0.002499907,0.000007945005,0.0001665983,0.0001746232,0.008082036],"genre_scores_gemma":[0.0223646,0.9534054,0.003135954,0.01061342,0.006090241,0.00003806217,0.0002775558,0.00009248866,0.00398226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01194841,"threshold_uncertainty_score":0.05032438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238185990942276,"score_gpt":0.260535452046762,"score_spread":0.2481535921373392,"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."}}