pith. sign in

arxiv: 2605.08642 · v2 · pith:SUFUOGAInew · submitted 2026-05-09 · ⚛️ physics.hist-ph · hep-ph· hep-th

Polydoxon Transformations and Scientific Reward in Physics

Pith reviewed 2026-05-19 15:23 UTC · model grok-4.3

classification ⚛️ physics.hist-ph hep-phhep-th
keywords scientific rewardPolydoxonviable theoriesphysics historytheory transformationscientific discoveryempirical viability
0
0 comments X

The pith

Major scientific rewards in physics correspond to transformations of the Polydoxon, the set of empirically viable theories.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper develops a framework where the Polydoxon represents the current collection of all empirically supported theories in physics at any given time. Highly rewarded work is characterized as transforming this collection through expansion by adding new theories, contraction by ruling out others, reconfiguration by uncovering relations, or enabling future work with new methods. Reward level scales with how much the change affects the scope, centrality, depth, and leverage of the theory space. This approach offers a unified way to interpret prizes and honors across both theoretical and experimental contributions without focusing on any single discovery in isolation.

Core claim

The central claim is that scientific reward in physics can be described by how contributions transform the Polydoxon, defined as the time-dependent structured set of empirically viable theories, through four types of changes: expansion, contraction, reconfiguration, and enabling moves, with the magnitude of reward determined by the transformation's scope, centrality, depth, and future leverage.

What carries the argument

The Polydoxon, the structured set of empirically viable theories at a given time, whose transformations explain patterns of high scientific reward.

If this is right

  • Work that adds or removes viable theories on a large scale tends to receive greater recognition.
  • Discoveries that reveal deeper structures connecting existing theories are rewarded for their reconfiguring effect.
  • Methodological or technological advances are valued when they enable subsequent transformations of the theory space.
  • Both theoretical and experimental advances are analyzed through the same lens of altering the viable theory landscape.
  • The framework applies across diverse areas of physics by tracking changes to the overall set rather than isolated results.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • Classifying past major prizes by the type of Polydoxon transformation they represent could reveal consistent patterns in what receives the highest recognition.
  • Periods with few changes to the set of viable theories might show correspondingly fewer high-profile awards.
  • The same descriptive approach could be applied in other sciences by defining an analogous space of viable models for each field.
  • Direct comparison of transformation magnitudes against actual prize records would test the claimed correlation between impact and reward.

Load-bearing premise

That the magnitude of reward consistently matches the size of a contribution's effect on the set of viable theories along the dimensions of scope, centrality, depth, and future leverage.

What would settle it

A Nobel Prize awarded for work with little measurable effect on the number or relations among viable theories, such as a narrow experimental refinement, or a broad transformation of the theory space that receives minimal professional recognition.

read the original abstract

We develop a descriptive account of scientific reward in physics based on the concept of the time-dependent Polydoxon, defined as the structured set of empirically viable theories at a given time. We argue that highly rewarded contributions, such as those recognized by major prizes and professional honors, can be systematically understood as those that transform this space. These transformations take the form of expansion (adding viable theories), contraction (eliminating viable theories), reconfiguration (illuminating deeper structures and relations within and between theories), and enabling moves (methodological or technological advances that enable future transformations). The analysis is further refined by emphasizing that reward correlates with the transformation's magnitude, assessed along dimensions of scope, centrality, depth, and future leverage. This framework reframes the analysis of rewarded achievement away from isolated theoretical successes and toward the dynamics of a landscape of viable theories, providing a more unified descriptive interpretation of rewarded scientific activity in physics across its diverse set of theoretical and experimental discoveries.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

2 major / 2 minor

Summary. The manuscript develops a descriptive framework for scientific reward in physics centered on the time-dependent Polydoxon, defined as the structured set of empirically viable theories at a given time. It claims that highly rewarded contributions—such as those recognized by major prizes—are those that transform the Polydoxon via expansion (adding viable theories), contraction (eliminating viable theories), reconfiguration (illuminating deeper structures), or enabling moves (methodological or technological advances), with reward magnitude assessed along the dimensions of scope, centrality, depth, and future leverage. The paper positions this as a unified reframing that moves analysis away from isolated successes toward the dynamics of the landscape of viable theories across theoretical and experimental physics.

Significance. If the framework can be shown to generate distinctive insights when applied to concrete cases, it would provide historians and philosophers of physics with a new classificatory lens for interpreting patterns of recognition that integrates both theory and experiment under a single set of transformation types and evaluative dimensions. Its value would lie in offering a systematic alternative to narratives focused on individual breakthroughs or paradigm shifts.

major comments (2)
  1. [Abstract and central argument section] Abstract and the section presenting the central claim: the assertion that the framework 'provides a more unified descriptive interpretation of rewarded scientific activity' is not supported by any application to specific historical examples (e.g., particular Nobel prizes, field medals, or major experimental results). Without at least one worked case study showing how a rewarded contribution maps onto the four transformation types and four magnitude dimensions, the claim that the Polydoxon lens unifies diverse discoveries remains untested within the manuscript itself.
  2. [Section on reward magnitude dimensions] The section defining reward magnitude: the four dimensions (scope, centrality, depth, future leverage) are introduced as the basis for assessing transformation magnitude, yet no criteria or examples are supplied for how these dimensions are to be applied or weighted in practice. This leaves the correlation between reward and transformation magnitude as a definitional assertion rather than a demonstrated relation.
minor comments (2)
  1. [Introduction of the Polydoxon] The neologism 'Polydoxon' is used throughout without any discussion of its etymology or relation to existing terms in the philosophy of science literature (e.g., 'doxa' or 'paradigm'), which could help readers situate the concept.
  2. [Discussion of limitations] The manuscript would benefit from explicit discussion of how the framework handles cases where reward appears decoupled from transformative impact (e.g., delayed recognition or over-rewarded incremental work), even if only to delimit the scope of the descriptive account.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for their detailed and constructive report. Their comments correctly identify places where the manuscript would benefit from greater concreteness. We address each major comment below and commit to revisions that strengthen the presentation while preserving the paper's descriptive focus.

read point-by-point responses
  1. Referee: [Abstract and central argument section] Abstract and the section presenting the central claim: the assertion that the framework 'provides a more unified descriptive interpretation of rewarded scientific activity' is not supported by any application to specific historical examples (e.g., particular Nobel prizes, field medals, or major experimental results). Without at least one worked case study showing how a rewarded contribution maps onto the four transformation types and four magnitude dimensions, the claim that the Polydoxon lens unifies diverse discoveries remains untested within the manuscript itself.

    Authors: We agree that the unifying character of the framework is more convincingly shown when readers can see it applied to at least one concrete case. The manuscript was written as a conceptual development, but the referee is right that this leaves the central claim somewhat abstract. In the revised version we will insert a dedicated subsection containing one fully worked historical example (the 2013 Nobel Prize for the Higgs boson discovery) that explicitly maps the contribution onto the four transformation types and evaluates its magnitude along the four dimensions. revision: yes

  2. Referee: [Section on reward magnitude dimensions] The section defining reward magnitude: the four dimensions (scope, centrality, depth, future leverage) are introduced as the basis for assessing transformation magnitude, yet no criteria or examples are supplied for how these dimensions are to be applied or weighted in practice. This leaves the correlation between reward and transformation magnitude as a definitional assertion rather than a demonstrated relation.

    Authors: The referee accurately notes the absence of operational guidance. We will expand the relevant section to supply explicit, non-overlapping criteria for each dimension and to include two short illustrative vignettes (one theoretical, one experimental) that demonstrate how the dimensions can be applied and compared in practice. These additions will make the asserted correlation between transformation magnitude and observed reward more transparent without turning the paper into a quantitative study. revision: yes

Circularity Check

0 steps flagged

No significant circularity in descriptive framework

full rationale

The paper advances a purely descriptive conceptual framework that defines the Polydoxon as the time-dependent structured set of empirically viable theories and then classifies highly rewarded contributions as those performing expansion, contraction, reconfiguration, or enabling transformations of that space, with magnitude assessed along scope, centrality, depth, and future leverage. This is a proposed lens for organizing historical examples rather than a derivation, first-principles argument, or predictive model containing equations, fitted parameters, or load-bearing self-citations that reduce the central claim to its own inputs by construction. No uniqueness theorems, ansatzes, or renamings of known results are invoked in a manner that creates a self-referential loop; the account remains self-contained as an interpretive reframing without asserting quantitative mappings or falsifiable thresholds that would require external benchmarks to avoid circularity.

Axiom & Free-Parameter Ledger

0 free parameters · 1 axioms · 1 invented entities

The central claim rests on the newly introduced Polydoxon entity and the domain assumption that reward can be systematically mapped to transformations of viable theory space.

axioms (1)
  • domain assumption Scientific reward in physics can be systematically described through transformations of the set of empirically viable theories.
    This premise underpins the entire descriptive account presented in the abstract.
invented entities (1)
  • Polydoxon no independent evidence
    purpose: Structured set of empirically viable theories at a given time that serves as the landscape whose transformations explain rewarded contributions.
    New concept introduced to reframe analysis of scientific reward.

pith-pipeline@v0.9.0 · 5686 in / 1374 out tokens · 56188 ms · 2026-05-19T15:23:29.566214+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Lean theorems connected to this paper

Citations machine-checked in the Pith Canon. Every link opens the source theorem in the public Lean library.

What do these tags mean?
matches
The paper's claim is directly supported by a theorem in the formal canon.
supports
The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
extends
The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
uses
The paper appears to rely on the theorem as machinery.
contradicts
The paper's claim conflicts with a theorem or certificate in the canon.
unclear
Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.

Reference graph

Works this paper leans on

69 extracted references · 69 canonical work pages · 10 internal anchors

  1. [1]

    Observation of Gravitational Waves from a Binary Black Hole Merger

    B. P. Abbottet al.[LIGO Scientific and Virgo], “Observation of Gravitational Waves from a Binary Black Hole Merger,” Phys. Rev. Lett.116, no.6, 061102 (2016) doi:10.1103/PhysRevLett.116.061102 [arXiv:1602.03837 [gr-qc]]

  2. [2]

    APS Medal for Exceptional Achievement in Research

    American Physical Society, “APS Medal for Exceptional Achievement in Research.” https://www.aps.org/funding-recognition/prize/aps-medal(accessed 28 March 2026)

  3. [3]

    Spring 2019 American Physical Society Prizes and Awards Announced

    American Physical Society, “Spring 2019 American Physical Society Prizes and Awards Announced.” Press Release, 23 October 2018.https://www.aps.org/about/news/2018/ 10/spring-2019-prizes-awards-announced

  4. [4]

    Dannie Heineman Prize for Mathematical Physics

    American Physical Society, “Dannie Heineman Prize for Mathematical Physics.” https://www.aps.org/funding-recognition/prize/dannie-heineman (accessed April 2, 2026) 37

  5. [5]

    New Dimensions at a Millimeter to a Fermi and Superstrings at a TeV

    I. Antoniadis, N. Arkani-Hamed, S. Dimopoulos and G. R. Dvali, “New dimensions at a millimeter to a Fermi and superstrings at a TeV,” Phys. Lett. B436, 257-263 (1998) doi:10.1016/S0370-2693(98)00860-0 [arXiv:hep-ph/9804398 [hep-ph]]

  6. [6]

    The Hierarchy Problem and New Dimensions at a Millimeter

    N. Arkani-Hamed, S. Dimopoulos and G. R. Dvali, “The Hierarchy problem and new dimensions at a millimeter,” Phys. Lett. B429, 263-272 (1998) doi:10.1016/S0370- 2693(98)00466-3 [arXiv:hep-ph/9803315 [hep-ph]]

  7. [7]

    Supersymmetry and the LHC inverse problem,

    N. Arkani-Hamed, G. L. Kane, J. Thaler and L. T. Wang, “Supersymmetry and the LHC inverse problem,” JHEP08, 070 (2006) doi:10.1088/1126-6708/2006/08/070 [arXiv:hep- ph/0512190 [hep-ph]]

  8. [8]

    Holography and Phenomenology

    N. Arkani-Hamed, M. Porrati and L. Randall, “Holography and phenomenology,” JHEP 08, 017 (2001) doi:10.1088/1126-6708/2001/08/017 [arXiv:hep-th/0012148 [hep-th]]

  9. [9]

    Experiment Test of Bell’s Inequalities Using Time-Varying Analyzers,

    A. Aspect, R. Dalibard, G. Roger, “Experiment Test of Bell’s Inequalities Using Time-Varying Analyzers,”Phys. Rev. Lett.49, 1804-1807 (1982). DOI: https://doi.org/10.1103/PhysRevLett.49.1804

  10. [10]

    Balzer, C.U

    W. Balzer, C.U. Moulines, and J. Sneed,An Architectonic for Science.Springer-Nature, 1987

  11. [11]

    TASI Lectures on Inflation

    D. Baumann, “Inflation,” doi:10.1142/9789814327183_0010 [arXiv:0907.5424 [hep-th]]

  12. [12]

    3 Ilya Bogdanov

    J. S. Bell, “On the Einstein-Podolsky-Rosen paradox,” Physics Physique Fizika1, 195- 200 (1964) doi:10.1103/PhysicsPhysiqueFizika.1.195

  13. [13]

    Status characteristics and social interaction

    J. Berger, B.P. cohen, M. Zelditch, Jr. “Status characteristics and social interaction.” American Sociological Reviewvol. 37, no. 3, June 1972.https://www.jstor.org/ stable/2093465

  14. [14]

    Neutrino. History of a unique particle

    S. M. Bilenky, “Neutrino. History of a unique particle,” Eur. Phys. J. H38, 345-404 (2013) doi:10.1140/epjh/e2012-20068-9 [arXiv:1210.3065 [hep-ph]]

  15. [15]

    Pierre Bourdieu.Science of Science and Reflexivity.University of Chicago Press, 2004

  16. [16]

    Stagnant Lakatosian Research Programmes

    Johannes Branahl, “Stagnant Lakatosian Research Programmes.” Eur. J. Phil. Sci. 15, 53 (2025). arXiv preprint arXiv:2404.18307, 2024.https://link.springer.com/article/ 10.1007/s13194-025-00677-x

  17. [17]

    Draft Department Letter for Soliciting External Reviews

    Brown University, “Draft Department Letter for Soliciting External Reviews”, Handbook of Academic Administration, 1 August 2024.https://dof.brown.edu/sites/default/ files/Appendix%20B.%20Draft%20Department%20Letter%20for%20Soliciting% 20External%20Reviews_0.pdf(accessed March 21, 2026)

  18. [18]

    Fundamental Physics Breakthrough Prize

    Breakthrough Prize Board. “Fundamental Physics Breakthrough Prize.”https:// breakthroughprize.org/Prize/1(accessed 2 April 2026) 38

  19. [19]

    Exploitation and exploration: An analysis of the research pattern of Nobel laureates in Physics

    Y. Chen, J. Ding, “Exploitation and exploration: An analysis of the research pattern of Nobel laureates in Physics.”J. of Informatics.vol. 17, issue 3, 101428, August 2023. https://www.sciencedirect.com/science/article/abs/pii/S1751157723000536

  20. [20]

    Experimental Test of Local Hidden-Variable Theories,

    S. Freedman, J.F. Clauser, “Experimental Test of Local Hidden-Variable Theories,”Phys. Rev. Lett.28, 938-941 (1972). DOI: https://doi.org/10.1103/PhysRevLett.28.938

  21. [21]

    Structure in the COBE differential microwave radiometer first year maps,

    G. F. Smootet al.[COBE], “Structure in the COBE differential microwave radiometer first year maps,” Astrophys. J. Lett.396, L1-L5 (1992) doi:10.1086/186504

  22. [22]

    The Role of Gravitation in Physics: Report from the 1957 Chapel Hill Conference

    Cécile DeWitt and Dean Rickles (eds.)“The Role of Gravitation in Physics: Report from the 1957 Chapel Hill Conference”, communicated by Jürgen Renn, Alexander Blum and Peter Damerow. Chapel Hill 1957, Max Planck Research Library for His- tory and Development of Knowledge, Sources 5, Edition Open Access 2017.https: //edition-open-sources.org/media/sources/...

  23. [23]

    The Dirac Medal

    “The Dirac Medal.” ICTPTrieste.https://www.ictp.it/prize/dirac-medal(accessed 2 April 2026)

  24. [24]

    Douven,The Art of Abduction

    I. Douven,The Art of Abduction. Boston: MIT Press, 2022

  25. [25]

    Blue was the Hardest Color

    D. Ehrenstein. “Blue was the Hardest Color.” Physics 7, 103, 2014. https://physics.aps.org/articles/v7/103

  26. [26]

    Dawid,String Theory and the Scientific Method

    R. Dawid,String Theory and the Scientific Method. Cambridge University Press, 2013

  27. [27]

    A bayesian model of credence in low energy supersymme- try,

    R. Dawid and J. D. Wells, “A bayesian model of credence in low energy supersymme- try,” Synthese206, no.4, 173 (2025) doi:10.1007/s11229-025-05252-8 [arXiv:2411.03232 [physics.hist-ph]]

  28. [28]

    van Fraassen,The Scientific Image.Oxford University Press, 1980

    B. van Fraassen,The Scientific Image.Oxford University Press, 1980

  29. [29]

    Scientific Representation and the Semantic View of Theories

    R. Frigg. “Scientific Representation and the Semantic View of Theories.”THEORIA. An International Journal for Theory, History and Foundations of Science, 21(1), 49-65, 2006.https://doi.org/10.1387/theoria.553

  30. [30]

    Models in Science

    R. Frigg and S. Hartmann, “Models in Science”Stanford Enclyclopedia of Philosophy.27 February 2006.https://plato.stanford.edu/entries/models-science/

  31. [31]

    Giere,Explaining Science: A Cognitive Approach.University of Chicago Press, 1990

    R.N. Giere,Explaining Science: A Cognitive Approach.University of Chicago Press, 1990

  32. [32]

    diagram summations

    E. H. M. Heijne, L. Hubbeling, B. D. Hyams, P. Jarron, P. Lazeyras, F. Piuz, J. C. Vermeulen and A. Wylie, “A silicon surface barrier microstrip detector designed for high-energy physics," Nucl. Instrum. Meth.178, 331-343 (1980) doi:10.1016/0029- 554X(80)90812-5 39

  33. [33]

    Contemporary Cosmology from Lakatos’ Viewpoint

    J.E. Horvath, “Contemporary Cosmology from Lakatos’ Viewpoint”Cosmos and History: The Journal of Natural and Social Philosophy, vol. 19, no. 1 (2023). arXiv preprint arXiv:2309.15695, 2023.https://cosmosandhistory.org/index.php/ journal/article/view/1095/1736

  34. [34]

    The standard model effective field theory at work,

    G. Isidori, F. Wilsch and D. Wyler, “The standard model effective field theory at work,” Rev. Mod. Phys.96, no.1, 1 (2024) doi:10.1103/RevModPhys.96.015006 [arXiv:2303.16922 [hep-ph]]

  35. [35]

    Thomas Kuhn.The Structure of Scientific Revolutions.Chicago: University of Chicago Press, 1962

  36. [36]

    History of Science and Its Rational Reconstructions

    I. Lakatos, “History of Science and Its Rational Reconstructions.” InThe Methodology of Scientific Research Programmes, edited by John Worrall and Gregory Currie, 102?138. Cambridge: Cambridge University Press, 1978

  37. [37]

    Lakatos,The Methodology of Scientific Research Programmes: volume 1: Philosophical Papers, 1st ed.eds

    I. Lakatos,The Methodology of Scientific Research Programmes: volume 1: Philosophical Papers, 1st ed.eds. J. Worrall, G. Currie. Cambridge University Press, 1978

  38. [38]

    Laudan.Progress and its Problems: Towards a Theory of Scientific Growth

    L. Laudan.Progress and its Problems: Towards a Theory of Scientific Growth. Los An- geles: University of California Press, 1978

  39. [39]

    Lipton,Inference to the Best Explanation, 2nd ed

    P. Lipton,Inference to the Best Explanation, 2nd ed. New York: Routledge, 2004

  40. [40]

    Individual Confidence-Weighting and Group Decision-Making

    J.A.R. Marshall, G. Brown, A.N. Radford, “Individual Confidence-Weighting and Group Decision-Making” Trends in Ecology & Evolution, vol. 32, issue 9, 636-645 (2017).https: //www.sciencedirect.com/science/article/pii/S0169534717301520

  41. [41]

    Popper, Kuhn, Lakatos and Aim-Oriented Empiricism

    Nicholas Maxwell, “Popper, Kuhn, Lakatos and Aim-Oriented Empiricism.”Philosophia 32(1-4), p.181-239(2005).arXivpreprintarXiv:1208.5219, 2012.https://philarchive. org/rec/MAXPKL-3

  42. [42]

    Morgan and M

    M.S. Morgan and M. Morrison, M. (eds.) (2010),Models as MediatorsCambridge Uni- versity Press, 2010

  43. [43]

    Nomination & Election

    National Academies of Science, “Nomination & Election.”https://www.nasonline.org/ membership/nomination-election/(accessed 2 April 2026)

  44. [44]

    Statistical analysis of Nobel Prizes in Physics: from its inception till date

    Barde Nilesh and Bardapurkar Pranav. “Statistical analysis of Nobel Prizes in Physics: from its inception till date.”J. Physical Studiesvol. 22, no. 3, 3002, 2018.https:// physics.lnu.edu.ua/jps/2018/3/pdf/3002-8.pdf

  45. [45]

    Alfred Nobel’s Will

    Afred Nobel, “Alfred Nobel’s Will." Nobel Prize Foundation.https://www. nobelpeaceprize.org/nobel-peace-prize/history/alfred-nobel-s-will(ac- cessed April 18, 2026)

  46. [46]

    Nobel Prizes in Physics,

    The Nobel Foundation, “Nobel Prizes in Physics,” https://www.nobelprize.org/prizes/lists/all-nobel-prizes-in-physics/ (accessed 2 April 2026). 40

  47. [47]

    Nomination and selection of physics laureates

    The Nobel Foundation, “Nomination and selection of physics laureates.” The Nobel Foun- dation. https://www.nobelprize.org/nomination/physics/ (accessed 28 March 2026)

  48. [48]

    On field theories with non-localized action

    A. Pais and G. Uhlenbeck. “On field theories with non-localized action.”Phys. Rev.79, 145 (1950). https://journals.aps.org/pr/abstract/10.1103/PhysRev.79.145

  49. [49]

    W.K.H. Panofsky Prize in Experimental Particle Physics

    “W.K.H. Panofsky Prize in Experimental Particle Physics”, American Physical Society, https://www.aps.org/funding-recognition/prize/panofsky(accessed 2 April 2026)

  50. [50]

    New York, Routledge, 2002 [1934/1959]

    Karl Popper.The Logic of Scientific Discovery.2nd ed. New York, Routledge, 2002 [1934/1959]

  51. [51]

    New York: Routledge, 2002 [1963]

    Karl Popper.Conjectures and Refutations: The Growth of Scientific Knowledge,2nd ed. New York: Routledge, 2002 [1963]

  52. [52]

    A Large Mass Hierarchy from a Small Extra Dimension

    L. Randall and R. Sundrum, “A Large mass hierarchy from a small extra dimension,” Phys. Rev. Lett.83, 3370-3373 (1999) doi:10.1103/PhysRevLett.83.3370 [arXiv:hep- ph/9905221 [hep-ph]]

  53. [53]

    The Matthew/Matilda Effect in Science

    M.W. Rossiter, “The Matthew/Matilda Effect in Science.”Social Studies of Science23, no. 2, 325-341 (1993).https://www.jstor.org/stable/i212628

  54. [54]

    J. J. Sakurai Prize for Theoretical Particle Physics,

    “J. J. Sakurai Prize for Theoretical Particle Physics,” American Physical Society, https://www.aps.org/funding-recognition/prize/sakurai-prize (accessed 2 April 2026)

  55. [55]

    Popper and Lakatos on what is distinctive about empirical science

    D. Sepetyl, “Popper and Lakatos on what is distinctive about empirical science”Intl. Stud. Phil. Sci.vol. 38, issue 1 (2025).https://doi.org/10.1080/02698595.2025. 2449809

  56. [56]

    Suppe,The Semantic Conception of Theories and Scientific Realism

    F. Suppe,The Semantic Conception of Theories and Scientific Realism. University of Illinois Press, 1989

  57. [57]

    Machine learning in policy evaluation: New tools for causal inference,

    R.S. Tindale and J.R. Winget, “Group Decision-Making”Oxford Research Encyclopedia of Psychology.26 March 2019.https://doi.org/10.1093/acrefore/9780190236557. 013.262(accessed 28 March 2026)

  58. [58]

    The solar neutrino problem - a progress(?) report,

    V. Trimble and F. Reines, “The solar neutrino problem - a progress(?) report,” Rev. Mod. Phys.45, 1-5 (1973) doi:10.1103/RevModPhys.45.1

  59. [59]

    Violation of Bell’s Inequality under Strict Einstein Locality Conditions,

    G. Weihs, T. Jennewein, C. Simon, H. Weinfurter, A. Zeilinger, “Violation of Bell’s Inequality under Strict Einstein Locality Conditions,”Phys. Rev. Lett.81, 5039-5042 (1998). DOI: https://doi.org/10.1103/PhysRevLett.81.5039

  60. [60]

    Three Kinds of Idealization,

    M. Weisberg, “Three Kinds of Idealization,” J. Philosophy, vol.104, No.12, p.630-659 (December 2007).https://www.jstor.org/stable/20620065

  61. [61]

    Beyond the hypothesis: Theory’s role in the genesis, opposition, and pursuit of the Higgs boson,

    J. D. Wells, “Beyond the hypothesis: Theory’s role in the genesis, opposition, and pursuit of the Higgs boson,” Stud. Hist. Phil. Sci. B62, 36-44 (2018) doi:10.1016/j.shpsb.2017.05.004 41

  62. [62]

    The Once and Present Standard Model of Elementary Particle Physics,

    J. D. Wells, “The Once and Present Standard Model of Elementary Particle Physics,” inDiscovery Beyond the Standard Model of Elementary Particle Physics, New York: Springer, 2020.https://link.springer.com/book/10.1007/978-3-030-38204-9

  63. [63]

    String Theory Dynamics In Various Dimensions

    E. Witten, “String theory dynamics in various dimensions,” Nucl. Phys. B443, 85-126 (1995) doi:10.1016/0550-3213(95)00158-O [arXiv:hep-th/9503124 [hep-th]]

  64. [64]

    The Theorem of Ostrogradsky

    R.P. Woodard, “The Theorem of Ostrogradsky.” Scholarpedia 10(8), 32243 (2015). arXiv:1506.02210.http://www.scholarpedia.org/article/Ostrogradsky% 27s_theorem_on_Hamiltonian_instability

  65. [65]

    Conservation of Isotopic Spin and Isotopic Gauge Invari- ance,

    C. N. Yang and R. L. Mills, “Conservation of Isotopic Spin and Isotopic Gauge Invari- ance,” Phys. Rev.96, 191-195 (1954) doi:10.1103/PhysRev.96.191

  66. [66]

    2024 TASI Lectures: A Dark Matter Primer,

    T. T. Yu, “2024 TASI Lectures: A Dark Matter Primer,” [arXiv:2506.05234 [hep-ph]]

  67. [67]

    “Landmark papers written by the Nobelists in physics from 1901 to 2012: a bibliometric analysis of their citations and journals,Scientometrics, Springer vol

    Zhiwei Zhou, Rui Xing, Jing Liu, Feiyue Xing, 2014. “Landmark papers written by the Nobelists in physics from 1901 to 2012: a bibliometric analysis of their citations and journals,Scientometrics, Springer vol. 100(2), pages 329-338, August 2014.https:// ideas.repec.org/a/spr/scient/v100y2014i2d10.1007_s11192-014-1306-7.html

  68. [68]

    J.Zinn-Justin.Quantum Field Theory and Critical Phenomena, 5thed.OxfordUniversity Press, 2021

  69. [69]

    Harriet Zuckerman,Scientific Elite: Nobel Laureates in the United States.Free Press, 1977. 42