Prefrontal Contributions to Metacognition in Perceptual Decision Making

Fleming, Huijgen, Dolan · Journal of Neuroscience · 2012 · neuroscience · 10.1523/jneurosci.6489-11.2012 · record Fleming2012-prefrontal-contributions-to-metacognition-in
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Where this record's text came from. faceted 2026-08 by reading the locally held text (html); every evidence string verified as an exact substring of that text before merging. This is the same group's follow-up to Fleming2010 (also in this corpus) and cites it as 'Fleming et al., 2010b'; the behavioural dissociation between metacognitive ability and type-1 performance is explicitly reported as a replication, but the new rlPFC functional claim is itself untested elsewhere, hence replication status untested. The PMC/HTML source carries navigation boilerplate and figure legends above the body; all quotes were taken from the abstract, results, or discussion prose. Spaces inside parentheses ('( Fig. 1 )', '( A roc )') are the source's own. 2026-08-13 and 2026-08-15 schema-0.3 passes: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
How to read this page. The article itself is not reproduced here — this paper is not cleared for redistribution, so what follows is the tag layer alone. The evidence sentences are withheld with the article. The table at the foot lists every tag the record carries; each row names the facet it belongs to, and the whose words column says whether the tag records the paper's own wording or the tagger's sentence about the paper. Every tag links to each other paper in the corpus carrying it. The machine-readable edition of the same thing is the TEI file beside this one, where the tags live in standOff, and the article is at its publisher via the link below. When we have changed our mind. Some entries in the table begin with a word in capitals and the reason for it. EVIDENCE CORRECTED — the finding still stands, but we had quoted the wrong sentence from the paper, and the quotation has been replaced with the right one. RETRACTED — the entry itself was wrong; it stays on the page, marked, with the reason, rather than being deleted. WITHDRAWN AND REPLACED — the entry was wrong, and a corrected version of it appears in the entries below. Each mark carries its own reason, in brackets, because the reasons differ from one entry to the next. An entry we have WITHDRAWN is removed from this page and kept in the record, with its reason. A line reading Audit and a date is a later re-reading of the entry against its whole sentence: DOUBTFUL means it was kept, and the reason says what is loose about it. Quotation marks inside the tagger's sentence. Where a tag is the tagger's own sentence, a phrase in quotation marks inside it is borrowed from the paper — the tagger's wording around it is not. The paper's own sentence is the evidence quote for that row; on this page it is withheld with the article, and the article is at its publisher. Nothing inside quotation marks anywhere on this page is ours: if it is quoted, it is the paper's. Whose words a concept carries. A concept entry records a term the paper itself uses, so the term, the sense given for it, and its evidence are the paper's own words, quoted where the paper fixes them. This is the opposite of a sense entry in the tag table, which is the tagger's sentence about how the paper uses a term. Where a concept entry could not be grounded in the paper's words, the entry says so on its own row.
Other fields define these differently the same word, defined another way in another discipline
uncertainty 6 fields · confidence 5 fields · standard deviation 3 fields · fMRI 2 fields

Tags on this paper

Every tag the record carries, each linking to every other paper in the corpus that carries it. A tag appears here whether or not its words occur in the article — the spans below are only the ones a sentence in this paper licenses. Of the 13 concept tags on this paper, 1 are grounded in a quoted sentence. All carry the tagger's gloss of what the term means in this paper, which is not something the article can license.
metacognition metacognitive ability rostrolateral prefrontal cortex rlPFC confidence object meta type 2 staircase Follow condition psychophysiological interaction fluid intelligence dACC rostrolateral PFC re-represents object-level decision uncertainty at the meta level, which is what makes an explicit confidence report possible object-level uncertainty signals computed within the decision circuitry are re-coded for use in report, rather than confidence being read off the decision itself metacognitive accuracy arises from trial-by-trial access to internal decision uncertainty, not from monitoring one's own reaction time rostrolateral prefrontal signal detection perceptual decision self-report insight object level receiver operating characteristic fMRI yoked uncertainty A roc psychophysiological interaction (PPI) three criteria decision confidence fMRI time series type 1 reaction time motion correction parameters reported confidence signal detection theory receiver operating characteristic / area under the curve t-test (paired) paired t test t-test (one-sample) one-sample t test correlation Pearson product–moment correlation partial correlation partial r regression linear regression model general linear model general linear model (GLM) random-effects group analysis second-level random effects analysis using one-sample t tests against zero multiple-comparison correction corrected, at the cluster level for multiple comparisons using a cluster-defining threshold standard deviation type 1 signal detection theory area under the type 2 ROC orthogonalisation against reaction time

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second readingalternativesan independent re-reading of a facet, recorded whether or not it agrees
relation to other workclaim_relationshow this paper stands to another: agrees, contradicts, extends, qualifies
claim typeclaim_typethe shape of the claim: existence, mechanism, method, critique, prediction, null
concept edgeconcept_edgesan asserted relation between two concepts, with the sentence asserting it
conceptconceptsan idea the paper works with, quoted where the paper uses it
content tagcontent_tagsa finding, definition, quantity, statistic or variable named in the paper
contributioncontributionwhat the paper claims to add
controlcontrolsan experiment run to eliminate a rival explanation
limitationlimitationswhat the paper says its evidence cannot support
mechanismmechanismshow the reported effect is said to come about
methodmethodhow the paper produced its evidence
object of studyobject_of_studywhat the paper is about — the thing it investigates
phenomenonphenomenonthe effect or regularity under study
research questionresearch_questionthe question the paper sets itself
sensesensesa distinct use of a term, quoted where the paper fixes it
transfertransfersa method or concept carried in from another field

The paper

The full text is not reproduced here. This article is not cleared for redistribution, so the page carries the tag layer only. Its evidence sentences are withheld; the grounding status remains with each tag, and the article itself is at https://doi.org/10.1523/jneurosci.6489-11.2012. The reading view exists for the papers whose licence permits it.

Every tag on this page

alternatives 3 · claim_relations 7 · claim_type 1 · concept_edges 4 · concepts 1 · content_tags 50 · contribution 1 · controls 1 · limitations 10 · mechanisms 9 · method 1 · object_of_study 1 · phenomenon 1 · research_question 1 · senses 4 · transfers 2

Relations on this page carry a quotation for the claim. Where a relation was separately evidenced — and so tested against the vocabulary for its type — the row says so; none of 4 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

facettagfieldconf.whose words
object_of_studythe neural basis of metacognitive awareness of one's own perceptual decisions
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object_of_studythe paper's words
research_questionwhich brain region supports metacognitive report, as opposed to the decision itself
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research_questionthe paper's words
contributionidentifies right rostrolateral PFC by three pre-stated criteria, and proposes it re-represents object-level uncertainty in a form usable for report
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contributionthe paper's words
claim_typemechanism
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claim_typethe paper's words
phenomenonmetacognition of perceptual decisions
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phenomenonthe paper's words
methodfmri
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also in: fmri
methodthe paper's words
mechanismsmechanisms
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mechanisms[0]the tagger's words
mechanismsmechanisms
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mechanisms[1]the tagger's words
mechanismsmechanisms
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mechanisms[2]the tagger's words
mechanismsa staircase equates objective performance across individuals, so metacognitive ability is not confounded by task performance
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mechanisms[3]1.0the tagger's words
mechanismsthe Follow condition is yoked to the Report condition, matching the motor act of moving the cursor without any confidence judgment
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mechanisms[4]1.0the tagger's words
mechanismsthe starting cursor position is jittered to prevent motor preparation from carrying the confidence signal
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mechanisms[5]1.0the tagger's words
mechanismsno feedback is given, so confidence cannot be updated from knowledge of accuracy
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mechanisms[6]1.0the tagger's words
mechanismsthe proposal: object-level uncertainty represented elsewhere is re-represented in rlPFC in a form suitable for explicit report
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mechanisms[7]0.9the tagger's words
mechanismsmetacognitive ability is measured as area under the type 2 ROC, distinct from type 1 sensitivity
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mechanisms[8]1.0the tagger's words
limitationsThe region-wise correlations linking confidence-related activity to metacognitive accuracy were not corrected for multiple comparisons.
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what this limits: the region-wise correlation results only: TESTING FOR REGIONAL CORRELATIONS WAS CARRIED OUT WITHOUT CORRECTION FOR MULTIPLE COMPARISONS, AND THUS A POSITIVE RESULT HERE SHOULD BE TEMPERED BY THIS CAVEAT
limitations[0]the tagger's words
limitationsThe study cannot separate the respective contributions of rostrolateral (BA10) and dorsolateral (BA46) prefrontal cortex to metacognitive ability.
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what this limits: any attribution to a specific prefrontal subregion: THE RESPECTIVE ROLE OF RLPFC (BA10) AND DLPFC (BA46) IN METACOGNITIVE ABILITY IS NOT YET CLEAR
limitations[1]the tagger's words
limitationsWhether the rlPFC account generalises beyond perceptual decisions to mnemonic metacognition is not settled by these data.
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what this limits: the domain-generality claim: FURTHER COMPARISON OF PERCEPTUAL AND MNEMONIC TASKS IS REQUIRED to separate domain-specific from domain-general substrates
limitations[2]the tagger's words
limitationsthe regional correlations were tested without correction for multiple comparisons, and the authors say the positive result should be tempered by it
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what this limits: the same scope as limitations[0] - the uncorrected regional correlations
limitations[3]1.0the tagger's words
limitationssome connectivity activations did not survive correction and are reported uncorrected
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what this limits: the visual-cortex activations: ADDITIONAL ACTIVATIONS WERE OBSERVED IN PRIMARY AND EXTRASTRIATE VISUAL CORTEX THAT DID NOT SURVIVE CORRECTION FOR MULTIPLE COMPARISONS (p < 0.001, UNCORRECTED)
limitations[4]1.0the tagger's words
limitationsthe respective roles of rlPFC and dlPFC in metacognitive ability are stated to be unclear
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what this limits: the same scope as limitations[1] - the respective roles of rlPFC and dlPFC in metacognitive ability cannot be separated here
limitations[5]1.0the tagger's words
limitationswhether the region serves metacognition outside perceptual decisions is an open question
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what this limits: the domain of the rlPFC finding: WHETHER rlPFC ACTIVITY PLAYS A ROLE IN METACOGNITION IN DOMAINS OUTSIDE OF EVALUATION OF PERCEPTUAL DECISION MAKING IS AN OPEN QUESTION
limitations[6]1.0the tagger's words
limitationsa localiser scan was collected and then dropped because the main analysis found no visual cortex effects
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what this limits: the visual-cortex question specifically, which was closed by the main analysis rather than by the data collected for it: AS OUR INITIAL WHOLE-BRAIN ANALYSES DID NOT FIND EFFECTS IN VISUAL CORTEX, WE DO NOT ANALYZE THESE DATA FURTHER HERE
limitations[7]1.0the tagger's words
limitationsthree subjects excluded for performance, one more from the intelligence analysis
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what this limits: the sample every effect rests on: WE EXCLUDED THREE SUBJECTS FROM FURTHER ANALYSIS DUE TO TYPE 1 d' SCORES >2 SDs FROM THE GROUP MEAN. TWENTY-THREE SUBJECTS WERE INCLUDED
limitations[8]1.0the tagger's words
limitationsmetacognitive ability did not correlate with fluid intelligence, reported as a null
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what this limits: any account linking metacognition to general ability: METACOGNITIVE ABILITY DID NOT SIGNIFICANTLY CORRELATE WITH FLUID INTELLIGENCE (g)
limitations[9]1.0the tagger's words
transfersthe type 1 versus type 2 distinction, which is what makes metacognition measurable separately from performance
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transfers[0]1.0the tagger's words
transfersthe object-level versus meta-level model, imported as the framework for perceptual metacognition
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transfers[1]1.0the tagger's words
controlsa MATCHED control condition against which self-report activity was compared
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eliminates: that right rostrolateral prefrontal activity reflects the act of reporting, the button press or the task's difficulty rather than metacognition · outcome (stated by the tagger, no quotation): held
controls[0]0.95the tagger's words
conceptsmetacognition
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also in: metacognition
concepts[0]0.85the paper's words
sensesmetacognitive ability is defined so as to be independent of task performance - measured by type 2 ROC after a staircase equates type 1 sensitivity across people
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senses[0]1.0the tagger's words
sensesobject level and meta level are distinguished as monitoring and controlling versus being monitored, which is what makes the two separable in principle
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senses[1]1.0the tagger's words
sensesconfidence is instructed as RELATIVE rather than absolute, because the task is too hard for certainty
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senses[2]0.85the tagger's words
sensesthe paper distinguishes object-level uncertainty, which other studies measure, from metacognitive report, and argues the earlier work cannot separate them without concurrent reports
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senses[3]1.0the tagger's words
alternativesclaim_type: existence
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a second reading DIFFERING from the recorded value. Recorded: mechanism — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.
alternatives.claim_typethe tagger's words
alternativesmethod: fMRI during a face/house discrimination with staircased difficulty and concurrent confidence ratings, against a yoked motor-matched control condition
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a second reading DIFFERING from the recorded value. Recorded: fmri — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.
alternatives.methodthe tagger's words
alternativesphenomenon: metacognition of decision performance
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a second reading DIFFERING from the recorded value. Recorded: metacognition of perceptual decisions — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.
alternatives.phenomenonthe tagger's words
claim_relationsextends → Rounis et al. (2010); Fleming et al. (2010b); Yokoyama et al. (2010)
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claim_relations[0]the tagger's words
claim_relationsreplicates → Song et al. (2011); Maniscalco and Lau (2012)
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claim_relations[1]the tagger's words
claim_relationsbuilds-on → Fleming et al. (2010b); Kornbrot (2006)
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claim_relations[2]the tagger's words
claim_relationsextends → structural and TMS evidence that anterior PFC supports metacognitive accuracy
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claim_relations[3]0.9the tagger's words
claim_relationsqualifies → studies of decision confidence that manipulate difficulty without collecting concurrent confidence reports
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claim_relations[4]1.0the tagger's words
claim_relationsdistinguishes-from → left rlPFC, dACC and right PPC, which track confidence but do not predict metacognitive ability
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differs in: THE AXIS IS TRACKING VERSUS PREDICTING. 'Quotation withheld.' All these regions carry a confidence signal; only one predicts how good the metacognition is. Two different tests, and the regions separate on the second - so a study that only measured tracking would report them as equivalent.
claim_relations[5]1.0the tagger's words
claim_relationscontradicts → the expectation that metacognitive ability tracks fluid intelligence
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claim_relations[6]0.9the tagger's words
concept_edgesmetacognitive ability —operationalised-as→ type 2
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strength of the relation: 1
concept_edges[0]1.0the tagger's words
concept_edgesmeta —distinct-from→ object
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strength of the relation: 1 · note: the model that licenses treating them as separable at all
also in: meta · object
concept_edges[1]1.0the tagger's words
concept_edgesmetacognitive ability —distinct-from→ fluid intelligence
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strength of the relation: 0.8 · note: argued from a null, which the paper reports plainly Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but metacognitive ability did NOT CORRELATE with fluid intelligence; distinct-from rests on a null correlation.
concept_edges[3]1.0the tagger's words
concept_edgesrlPFC —distinct-from→ dACC
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differs in: THE AXIS IS WHETHER CONFIDENCE-RELATED ACTIVITY PREDICTS METACOGNITIVE ABILITY. 'Quotation withheld.' All these regions TRACK confidence; only one predicts how good the metacognition is. Tracking and predicting are different tests and the regions separate on the second, not the first. · strength of the relation: 0.9 · note: both track confidence; only rlPFC predicts metacognitive ability, which is the paper's third criterion doing the separating
also in: rlPFC · dACC
concept_edges[4]1.0the tagger's words
content_tagssignal detection theory
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content_tags.statistics[0]the tagger's words
content_tagsreceiver operating characteristic / area under the curve
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content_tags.statistics[1]the tagger's words
content_tagst-test (paired)
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content_tags.statistics[2]the tagger's words
content_tagst-test (one-sample)
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content_tags.statistics[3]the tagger's words
content_tagscorrelation
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also in: correlation
content_tags.statistics[4]the tagger's words
content_tagspartial correlation
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content_tags.statistics[5]the tagger's words
content_tagsregression
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also in: regression
content_tags.statistics[6]the tagger's words
content_tagsgeneral linear model
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content_tags.statistics[7]the tagger's words
content_tagsrandom-effects group analysis
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content_tags.statistics[8]the tagger's words
content_tagsmultiple-comparison correction
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content_tags.statistics[9]the tagger's words
content_tagsstandard deviation
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content_tags.statistics[10]the tagger's words
content_tagstype 1 signal detection theory
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content_tags.statistics[11]1.0the tagger's words
content_tagsarea under the type 2 ROC
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content_tags.statistics[12]1.0the tagger's words
content_tagspsychophysiological interaction
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content_tags.statistics[13]0.85the tagger's words
content_tagsorthogonalisation against reaction time
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content_tags.statistics[14]1.0the tagger's words
content_tagsRight rostrolateral prefrontal cortex met all three of the paper's criteria for a role in metacognition: greater activity during self-report, correlation with confidence, and prediction of metacognitive ability across people.
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content_tags.findings[0]the tagger's words
content_tagsConfidence-related activity was exclusively negative: dACC, right posterior parietal cortex and bilateral rlPFC scaled inversely with reported confidence and no region scaled positively with it.
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content_tags.findings[1]the tagger's words
content_tagsMetacognitive ability was statistically independent of perceptual task performance, replicating an earlier dissociation.
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content_tags.findings[2]the tagger's words
content_tagsSimply moving the confidence cursor in the control (Follow) condition did not modulate activity in the confidence-sensitive regions, showing the effect is specific to genuine self-report.
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content_tags.findings[3]the tagger's words
content_tagsFunctional connectivity of right rlPFC with contralateral prefrontal cortex and occipital cortex rose during metacognitive report relative to the control condition.
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content_tags.findings[4]the tagger's words
content_tagsThe confidence effect in right rlPFC was not an artefact of reaction time, since it survived orthogonalizing confidence with respect to RT.
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content_tags.findings[5]the tagger's words
content_tagsThe individual-differences effect was lateralized: left rlPFC showed no relationship between confidence-related activity and metacognitive ability.
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content_tags.findings[6]the tagger's words
content_tagsright rlPFC activity was greater during confidence report than in the yoked control
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content_tags.findings[7]1.0the tagger's words
content_tagsthe strength of the confidence-activity relation in right rlPFC predicted metacognitive ability across people, r = -0.47
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content_tags.findings[8]1.0the tagger's words
content_tagsno such correlation in left rlPFC, r = 0.024
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content_tags.findings[9]1.0the tagger's words
content_tagsconfidence-related activity was absent in the Follow condition, so using the scale is not sufficient to produce it
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content_tags.findings[10]1.0the tagger's words
content_tagsactivity did not differentiate correct from incorrect trials, so it is not an error signal
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content_tags.findings[11]1.0the tagger's words
content_tagsthe confidence effect survived orthogonalising against reaction time
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content_tags.findings[12]1.0the tagger's words
content_tagsconnectivity between right rlPFC and contralateral PFC and occipital cortex rose during report
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content_tags.findings[13]1.0the tagger's words
content_tagsmetacognitive ability did not correlate with fluid intelligence
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content_tags.findings[14]1.0the tagger's words
content_tagsA roc
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also in: A roc
content_tags.definitions[0]the tagger's words
content_tagspsychophysiological interaction (PPI)
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content_tags.definitions[1]the tagger's words
content_tagsmetacognitive ability
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content_tags.definitions[3]1.0the tagger's words
content_tagsthree criteria
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content_tags.definitions[5]1.0the tagger's words
content_tagsdecision confidence
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content_tags.variables[1]the tagger's words
content_tagsfMRI time series
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content_tags.variables[2]the tagger's words
content_tagsmetacognitive ability
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content_tags.variables[3]the tagger's words
content_tagstype 1 reaction time
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content_tags.variables[5]the tagger's words
content_tagsmotion correction parameters
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content_tags.variables[6]the tagger's words
content_tagsreported confidence
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content_tags.variables[7]0.9the tagger's words
content_tagsn = 23 — number of participants retained for analysis after exclusions, with age range and mean age
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content_tags.quantities[0]the tagger's words
content_tags70.6 ± 3.2 — mean percentage of correct face/house decisions held near threshold by the staircase during scanning
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[1]the tagger's words
content_tagsr = −0.47, p = 0.025 — across-subject correlation between the right rlPFC confidence beta and metacognitive ability (A roc), the paper's key individual-differences result
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[2]the tagger's words
content_tagsmean R 2 = 0.98 — goodness of fit of the type 2 signal detection model to the confidence rating data
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[3]the tagger's words
content_tags1087 ms vs 971 ms — mean reaction time on incorrect versus correct perceptual decisions
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[4]the tagger's words
content_tagsmean r = −0.32 ± 0.09 — within-subject correlation between reaction time and reported confidence
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[5]the tagger's words
content_tags26 recruited, 3 excluded for performance, 23 analysed — the sample after exclusions
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[6]1.0the tagger's words
content_tagsr = -0.47, p = 0.025, partial r = -0.46 controlling for d prime — the third criterion in right rlPFC
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[7]1.0the tagger's words
content_tagsr = 0.024, p = 0.91 — the same test in left rlPFC
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[8]1.0the tagger's words
content_tagst(22) = 2.35, p = 0.028 — the confidence effect after controlling for reaction time
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[9]1.0the tagger's words

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