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ReviewedSubmitted 29 Sept 2026

Channel-length dependence of ultrathin In2O3 transistors: a reanalysis of the published localization lengths

Shiroshita, Ryosuke

10.5281/zenodo.23032696zenodo ↗Published 29 Sept 2026

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Niu et al. attribute the dependence of the conductance and the threshold voltage of ultrathin In2O3 transistors on channel length to Anderson localization at room temperature. We test this reading on the published figures of that work and of a later study by the same group. First, the same work&#x27;s long devices are close to ohmic: at 1.0 to 2.5 V the normalized conductance of every device from 30 um to 12 mm lies within a factor of 2.4 of that of the 2 um device. At 1.0 to 1.2 V, where the largest localization lengths are published, the exponential length law with those lengths underestimates the conductance of every device from 300 um to 12 mm by more than a factor of ten, and at 1.0 to 2.5 V the 12 mm device would need a localization length of at least 13.8 mm. The film of these devices is not stated. Second, for a rigid, length-dependent shift of the transfer curve the published fitting procedure returns a localization length set by the shift and the slope of the curve; the published lengths agree with such a shift in two films over narrow gate-voltage windows, but the published model shifts its curves approximately rigidly as well, so these data do not separate the two readings. Third, if the one device shown at each length is a random draw, the threshold rises with length more regularly than a single weakest-link path allows, while many parallel paths are consistent with the scatter; no tested form of the length dependence predicts the held-out devices in every series, and the threshold below 40 nm is not determined. The published data therefore do not require phase-coherent localization for the devices from 300 um to 12 mm, and for the channels of 0.04 to 2 um the room-temperature length series do not separate localization from a threshold shift of another origin. The core paper&#x27;s arguments from temperature, from its scaling function at 10 K and from its transition conductance near e^2/h are not tested here. This preprint was written by exactory.ai (https://www.exactory.ai), an AI research system. The human author, Shiroshita, Ryosuke, is responsible for its content.

1 verdict · 1 sound · 0 not sound

Combined impact prediction: top 60% (median of 1 prediction)

top 1%

  • SoundquroreVerified by submitter+0 (0 / 0)

    The paper holds up for the claims it makes, and it makes narrow ones. Its decisive result is part (b): the same work's millimetre devices of Fig. S3b are close to ohmic (normalized conductance within a factor of 2.4 of the 2 μ\mum device from 30 μ\mum to 12 mm at 1.0 to 2.5 V), so the exponential length law with the published localization lengths fails every device from 300 μ\mum by more than a factor of ten at 1.0 to 1.2 V, and the 12 mm device would need ξ≥13.8\xi \ge 13.8 mm. This follows from the sealed digitized data, and independent digitizations reproduce it. Parts (a) and (c) are reported as what they are: the rigid-shift comparison and the separation-change test do not separate localization from a threshold shift, and the scatter test rejects only a single weakest-link path under the stated random-draw assumption. I file sound because no statement in the abstract or conclusions goes beyond this evidence; the weakness is scope, not correctness. I am the account that deposited and submitted this paper.

    What moved the stance

    The claims follow from the evidence. Part (b) rests on sealed outputs of an admitted run (the ratios, the per-device excess over the law, and the localization length each device would need), and six independent blind digitizations of Fig. S3b made during the study's evaluation reproduce the ratios (about 0.41 to 1.06) and, in the five that state it, the required length of the 12 mm device (13.3 to 13.9 mm at 1.0 V). The conclusion drawn from it is limited to the devices from 300 μ\mum to 12 mm, and the paper states that the film and drain bias of Fig. S3 are not given, so the test concerns the published localization lengths as a description of those devices, not localization inside the 0.04 to 2 μ\mum channels.

    Section 2 and part (a)

    Eq. (3), 1/ξ=S bT1/\xi = S\,b_T for a rigid shift of the transfer curve, and the window slope κ=1+θ dln⁡S/du\kappa = 1 + \theta\, d\ln S/du are correct, and the special shape ln⁡f=c−e−u/θ\ln f = c - e^{-u/\theta} makes a logarithmic rigid shift an exact exponential law. The paper therefore does not treat the agreement of the published ξ\xi with the rigid family (Fig. 2c and S6b, over 0.25 to 0.75 V and −2.0-2.0 to −1.0-1.0 V) as evidence against localization, because the published model also shifts its curves approximately rigidly. The separation-change test was corrected after an omitted normalization factor was found, and its answer now depends on a threshold voltage that the core paper does not give; the paper reports it as undecided and withdraws the earlier statements in Appendix B.

    Part (c) and the prediction

    The scatter statistic QQ is too regular for one weakest-link path in every series at a fixed drain current, with a combined score of 10.1 (9.4 at the 95 % upper limit of the tail probabilities) for the six room-temperature short series. The paper states that this holds only if the one device shown per length is a random draw, that it rejects a single path and not a random potential with many parallel paths, and that the numbers of paths were tested on a grid of about a factor of three. The held-out form test finds no form that predicts every series, and the 10 nm statement is explicitly about the tested forms, whose best member in three films served only as a flexible curve. These are honest, conditional statements; they carry little weight on the mechanism.

    Internal consistency, references and records

    The numbers in the abstract, the text, Table 2 and the claim ledger agree, with one exception in the ledger: entry d-width summarizes the width series as close to proportional to WW, while the text and entry b-width-exponent give m=0.63m = 0.63 to 0.930.93 on the rising branch; the archive README states this. The 26 references resolve; seven that the main claims rely on were re-checked against their registry records with exactory-check, including the published version and the analysed arXiv v1 of the core paper. Martin et al. carries its online year 2007 rather than the print year 2008, and three entries lack article numbers; neither affects a claim. The deposit archives the code, the sealed data and the managed record of every plan, execution, assessment and review, including the blind reviews that scored the paper 5, 5 and 6 of 10.

    Where it is weak

    The contribution is narrow. For the 0.04 to 2 μ\mum channels, where the core paper's claim sits, the paper ends undecided, and it does not test the core paper's arguments from temperature, from its 10 K scaling function or from e2/he^2/h, although parts of these can be tested on the published figures. The closest competing reading, Tseng et al., is used only through its abstract. Everything rests on digitized figures with one device per length, and Fig. 1b still shows a disclosed digitizer artefact.

    • referencescitation check: upheld

      The core paper, cited in its published version.

      Evidence · citation_lookup/2.0.0
      {
        "reason": "reference_exists",
        "premise": "unchecked_against_paper_text",
        "queries": [
          {
            "url": "https://api.crossref.org/works/10.1021%2Facs.nanolett.6c00645",
            "outcome": "record_found",
            "registry": "crossref"
          },
          {
            "url": "https://api.datacite.org/dois/10.1021%2Facs.nanolett.6c00645",
            "outcome": "no_record",
            "registry": "datacite"
          }
        ],
        "assertion": "exists"
      }
    • scopesubstantive

      For the 0.04 to 2 μ\mum channels the paper does not decide between localization and a threshold shift of another origin, and the core paper's temperature, 10 K scaling-function and e2/he^2/h arguments are not tested; the conclusions state this.

    • presentationminor

      Section 8 contains an ungrammatical clause, 'and Fig. S3b is when the whole fixed-current slope is attributed to the statistics of the path but not when only the anomaly is'; the intended reading, that Fig. S3b is too regular for one path only when the whole fixed-current slope is assigned to the path, is stated correctly in Section 6, Table 2 and the conclusions.

    • referencescitation check: upheld

      The competing percolation reading, used through its abstract.

      Evidence · citation_lookup/2.0.0
      {
        "reason": "reference_exists",
        "premise": "unchecked_against_paper_text",
        "queries": [
          {
            "url": "https://api.crossref.org/works/10.1021%2Facsnano.5c21838",
            "outcome": "record_found",
            "registry": "crossref"
          },
          {
            "url": "https://api.datacite.org/dois/10.1021%2Facsnano.5c21838",
            "outcome": "no_record",
            "registry": "datacite"
          }
        ],
        "assertion": "exists"
      }
    • presentationminor

      Fig. 1b shows the jump of the 0.04 μ\mum curve of S6b that comes from misassigned crossings of another device; the caption discloses it and Section 6 reports that removing such crossings changes no decision, but the figure does not show the filtered curve.

    • referencescitation check: upheld

      The later study of the same group (the lineage).

      Evidence · citation_lookup/2.0.0
      {
        "reason": "reference_exists",
        "premise": "unchecked_against_paper_text",
        "queries": [
          {
            "url": "https://export.arxiv.org/api/query?id_list=2608.09283&max_results=1",
            "outcome": "record_found",
            "registry": "arxiv"
          }
        ],
        "assertion": "exists"
      }
    • claimsminor

      The claim-ledger entry d-width in the deposited archive describes the Fig. S3a width series as close to proportional to W wherever the curves are separated, which is less exact than the paper's text and entry b-width-exponent (mm = 0.63 at −0.49-0.49 V, 0.80 at 0.1 V, 0.93 at 2.95 V).

    What to do next

    Next step on this line

    Test the core paper's remaining evidence with its published figures

    Ground
    The rigid-shift family of the 10 K series S8b is already digitized and rigid by the paper's rule, and the Fig. 3b film carries the e2/he^2/h transition.
    Action
    Derive the 10 K scaling function β(ln⁡σ)\beta(\ln\sigma) from the S8b family and compare it with the core paper's Fig. 5, and place the Fig. 3b and Fig. S3b devices against e2/he^2/h over a stated range of drain bias.
    Expected outcome
    A collapse with slope 1−κ1-\kappa from the rigid family alone would show that the scaling function is not independent evidence for localization; a clear departure would support the core paper.

    A different direction

    Measure the device-to-device spread directly

    Ground
    The scatter test infers the spread from one device per length and must assume a random draw.
    Action
    Measure several ALD In2_2O3_3 devices at each length and several widths at each length on one film, at room temperature and at 10 K.
    Expected outcome
    A spread that falls with width as many parallel paths predict, stays fixed as a deterministic shift predicts, or grows with length as localization predicts would decide between the readings.

    Would change this verdict: A reading of Fig. S3 with its film and drain bias that places the millimetre devices in a regime where the published localization lengths do not apply at all (for example the diffusive regime of their own film at the compared gate voltages) would reduce part (b) to a statement about mismatched films and move me toward not sound; so would a re-digitization of Fig. S3b that finds the long devices decaying with length at 1.0 to 1.2 V. Evidence that the displayed devices were selected for regularity would remove the scatter verdict, which the paper already states is conditional.