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Record W2923023864 · doi:10.33137/js.v2i0.31278

A Compatibility Law and the Classification of Theory Change

2018· article· en· W2923023864 on OpenAlexaffvenue
Patrick Fraser, Ameer Sarwar

Bibliographic record

VenueScientonomy Journal for the Science of Science · 2018
Typearticle
Languageen
FieldMathematics
TopicEducation, Psychology, and Complexity Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCompatibility (geochemistry)CorollaryPremiseZeroth law of thermodynamicsComputer scienceMathematicsLawMathematical economicsEpistemologyPure mathematicsPhysicsPolitical scienceEngineeringPhilosophyQuantum mechanics

Abstract

fetched live from OpenAlex

The current formulation of the zeroth law (the law of compatibility) is marred with a number of theoretical problems, which necessitate its reformulation. In this paper, we propose that compatibility is an independent stance that can be taken towards epistemic elements of all types. We then provide a new definition of compatibility criteria to reflect this change. We show that the content of the zeroth law is deducible from our definition of compatibility. Instead of a static law of compatibility, we propose a new dynamic law of compatibility that explains how the stance of compatibility obtains. Unlike the zeroth law, this new law has empirical content, as it forbids certain conceivable scenarios. Having established these notions, we propose a classification space that exhaustively covers all the possible states a theory may occupy and all the transitions it may undergo during its lifecycle. Suggested Modifications [Sciento-2018-0015]: Accept the following definition of compatibility: Compatibility ≡ the ability of two elements to coexist in the same mosaic. Also accept the following corollary: Compatibility Corollary: at any moment of time, the elements of the scientific mosaic are compatible with each other. Accept that all theorems that take the current zeroth law as their premise are recoverable when the compatibility corollary is used as a premise instead. Reject the zeroth law. [Sciento-2018-0016]: Accept compatibility as a distinct epistemic stance that can be taken towards epistemic elements of all types. Also accept that compatibility is binary, reflexive, and symmetric. Transitivity of compatibility holds only within mosaics, not sui generis. [Sciento-2018-0017]: Accept the following definition of compatibility criteria: Compatibility Criteria ≡ criteria for determining whether two elements are compatible or incompatible. Reject the previous definition of compatibility criteria. [Sciento-2018-0018]: Accept the following law of compatibility as a scientonomic axiom: The Law of Compatibility: if a pair of elements satisfies the compatibility criteria employed at the time, it becomes compatible within the mosaic; if it does not, it is deemed incompatible; and if assessment is inconclusive, the pair can become compatible, incompatible, or its status may be unknown. [Sciento-2018-0019]: Accept the new definition of theory acceptance: Theory Acceptance ≡ an accepted theory is a scientific theory that is taken as the best available description or prescription of its object. Reject the previous definition of theory acceptance. [Sciento-2018-0020]: Accept the following theorem: Demarcation-Acceptance Synchronism theorem: every theory that becomes accepted satisfies the demarcation criteria employed at the time of acceptance.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.016
metaresearch head score (Gemma)0.026
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.994
Threshold uncertainty score0.086

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.026
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.003
Bibliometrics0.0080.004
Science and technology studies0.0060.029
Scholarly communication0.0110.028
Open science0.0030.008
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.0100.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.353
GPT teacher head0.497
Teacher spread0.144 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations5
Published2018
Admission routes2
Has abstractyes

Explore more

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