Animal Metacognition: A Tale of Two Comparative Psychologies

Smith, Couchman, Beran · Journal of comparative psychology (Washington, D.C. : 1983) · 2014 · psychology · 10.1037/a0033105 · record Smith2014-animal-metacognition-a-tale-of-two-comparati
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Where this record's text came from. faceted 2026-08 by reading the locally held text (xml); every evidence string verified as an exact substring of that text before merging. method is 'review' but understated: the authors also re-implemented and re-ran a criticised computational model ('We programmed Le Pelley’s model to answer this question.'), so there is a simulation component the single-valued facet cannot hold. Replication status is 'contested' rather than 'untested' because the paper itself frames the central interpretation as an open dispute ('The theoretical dispute is the UR’s psychological interpretation.') with associative modellers on the other side. Much of the empirical evidence is the authors' own prior work (Smith et al. 2006, 2008, in press; Beran et al. 2009), which the facets cannot flag. 2026-08-12 and 2026-08-25 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.
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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 17 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 uncertainty response associative uncertainty monitoring Morgan trace strength Delayed-Matching-to-Sample reinforcement registers executive declarative self-awareness operational definition phylogenetic comparative psychology macaques chimpanzees When deferred feedback camouflages the task's reinforcement structure, the animal builds its own subjective decisional framework and responds uncertain to whatever is near its own subjective breakpoint, not the task's objective one Uncertainty responses draw on executive attention and working memory, which is why occupying those resources with a concurrent task selectively degrades them while leaving stimulus-driven perceptual classification intact In Hampton's task no memory-relevant stimulus is present at choice time, so the animal must itself initiate and restrict a search of memory for a strong trace — an operation with no associative cue to react to Casting every performance as a register of activation strengths updated by reinforcement artificially equates psychologically different performances, which is what empties the label 'associative' of content “Middle” response Average Absolute Deviation (AAD) fulcrum point of URs subjective difficulty concurrent working-memory load penalty timeout retention interval correlation goodness-of-fit measure model fitting We also fit these runs of the model signal detection theory model an associative model based in signal-detection theory error of prediction The error of prediction between predicted and observed response proportions review

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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
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
sensesensesa distinct use of a term, quoted where the paper fixes it

The paper

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Every tag on this page

claim_relations 7 · claim_type 1 · concept_edges 6 · concepts 1 · content_tags 49 · controls 1 · limitations 7 · mechanisms 10 · method 1 · object_of_study 1 · phenomenon 1 · senses 6

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 6 relations here carry that mark. The rest are the tagger’s reading of the sentence quoted beside them.

facettagfieldconf.whose words
object_of_studyThe associative models offered to explain animals' uncertainty responses, and what adopting them costs comparative psychology theoretically.
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object_of_studythe paper's words
claim_typecritique
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claim_typethe paper's words
phenomenonanimal metacognition (uncertainty monitoring)
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phenomenonthe paper's words
methodreview
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also in: review
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
mechanismsmechanisms
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mechanisms[3]the tagger's words
mechanismsThe uncertainty response is designed to carry no reward of its own, so choosing it cannot be explained by direct reinforcement of that response
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mechanisms[4]the tagger's words
mechanismsIn the memory task the response icons carry no trace-strength information, so there is nothing on the screen for an association to attach to - the animal must initiate its own search
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mechanisms[5]the tagger's words
mechanismsThe search must also be restricted to the right memory locations, and nothing in the display can tell the animal how to do that
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mechanisms[6]the tagger's words
mechanismsThe associative models work by mapping every performance onto one abstract register of activations updated by reinforcement, which is precisely what makes them unable to tell performances apart
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mechanisms[7]the tagger's words
mechanismsThe reductio: the same formalism works with a register of fully conscious metacognitive states updated by reinforcement, which shows the formalism settles nothing
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mechanisms[8]the tagger's words
mechanismsThe all-or-none framing is itself the error: uncertainty monitoring may exist in graded stages without the whole human package
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mechanisms[9]the tagger's words
limitationsThe authors concede that not all of the models they criticise have had a fair opportunity to address the newest phenomenon.
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what this limits: the critique of the newest models: THERE HAS NOT BEEN TIME TO ADDRESS IT YET
limitations[0]the tagger's words
limitationsThey hedge their own positive interpretation: information-seeking need not imply full conscious metacognition.
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what this limits: the positive interpretation: ONE NEED NOT ATTRIBUTE FULL, CONSCIOUS, SELF-IMBUED METACOGNITION TO MACAQUES EVEN IF ONE ADOPTS THIS INFORMATION-SEEKING HYPOTHESIS
limitations[1]the tagger's words
limitationsThey acknowledge they cannot presently settle whether one criticised model succeeds in practice.
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what this limits: the verdict on that model: IT IS PRESENTLY DIFFICULT TO JUDGE THE MODEL'S PRAGMATIC SUCCESS
limitations[2]the tagger's words
limitationsThe empirical results themselves are not in dispute - the whole disagreement is over interpretation
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what this limits: the nature of the whole dispute: THESE EMPIRICAL RESULTS ARE NOT DISPUTED - the disagreement is interpretive, so there is no discrepant measurement to find
limitations[3]the tagger's words
limitationsThe animals report nothing, so the human evidence for conscious uncertainty has no counterpart in the animal case
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what this limits: any transfer of the human evidence for conscious uncertainty: MACAQUES HAVE ALSO SHOWN THIS PATTERN REPEATEDLY, THOUGH THEY REPORT NOTHING
limitations[4]the tagger's words
limitationsThe paper's own positive claim is hedged to possibly-metacognitive rather than metacognitive
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what this limits: the paper's own conclusion, read exactly: higher-level, cognitive, deliberate and decisional are asserted; POSSIBLY METACOGNITIVE AND CONSCIOUS is hedged
limitations[5]the tagger's words
limitationsThe critique is of a specific class of models, which the authors accept would be a legitimate goal if it could be made to work
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what this limits: the standing of the opposing programme: describing the performances in low-level associative terms is AN IMPORTANT GOAL IF ACHIEVABLE
limitations[6]the tagger's words
controlsthe Sparse-Uncertain-Dense task interleaved with a Sparse-Middle-Dense task for the capuchin monkeys
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eliminates: the monkeys learning a fixed response to the uncertain condition - interleaving a task where the middle option is not uncertainty keeps the two from being solved as one · outcome (stated by the tagger, no quotation): held
controls[0]0.85the tagger's words
conceptsmetacognition
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also in: metacognition
concepts[0]0.85the paper's words
sensesassociative - the specific sense: responding cued by a present stimulus or trained by reinforcement contingencies
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senses[0]1.0the tagger's words
sensesassociative - the stretched sense: anything expressible as a register of activations updated by reward, which covers everything and therefore distinguishes nothing
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senses[1]1.0the tagger's words
sensesthe task - with trace-relevant stimuli present (matching-to-sample): an associative account applies
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senses[2]1.0the tagger's words
sensesthe task - with memory-neutral response icons (Hampton): nothing is present to be associated with, so the same account does not carry over
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senses[3]1.0the tagger's words
sensesmetacognition - as all-or-none: the Yes/No framing the paper says the dichotomy itself may be wrong for the field's goal
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senses[4]1.0the tagger's words
sensesmetacognition - as graded: a basic uncertainty-monitoring system without consciousness or self-awareness attached
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senses[5]1.0the tagger's words
claim_relationscontradicts → Le Pelley (2012), associative-learning model of animal metacognition
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claim_relations[0]the tagger's words
claim_relationscontradicts → Jozefowiez et al. (2009a)
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differs in: whether the trigger is present or must be found: JOZEFOWIEZ ET AL. ARE INCORRECT WHEN THEY CLAIM THAT THE UNDERLYING PROCESSES ARE EXACTLY THE SAME WHETHER A TRIGGERING STIMULUS IS ON THE SCREEN OR THE ANIMAL MUST INITIATE ITS OWN TARGETED SEARCH FOR ACTIVE MEMORY TRACES
claim_relations[1]the tagger's words
claim_relationsbuilds-on → Hampton (2001), macaque metamemory studies
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claim_relations[2]the tagger's words
claim_relationscritiques → associative models of animal uncertainty responses (Jozefowiez et al., Le Pelley, Staddon et al.)
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differs in: the same parameter as item 1 - a triggering stimulus ON THE SCREEN against the animal having to INITIATE ITS OWN TARGETED SEARCH FOR ACTIVE MEMORY TRACES
claim_relations[3]the tagger's words
claim_relationscritiques → strict application of Morgan's canon in comparative psychology
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differs in: how strictly the canon is applied: THOSE MODELS REFLECT AN ULTIMATELY STRICT ADHERENCE TO MORGAN'S (1906) CANON, WHICH EVEN MORGAN DID NOT INTEND AND WHICH MANY COMPARATIVE-COGNITION RESEARCHERS DO NOT ACCEPT NOW
claim_relations[4]the tagger's words
claim_relationssupports → Hampton (2001) and the memory-monitoring evidence for macaque metacognition
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claim_relations[5]the tagger's words
claim_relationssupports → Metcalfe's operational benchmark of stimulus absence
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claim_relations[6]the tagger's words
concept_edgesuncertainty response —operationalised-as→ uncertainty monitoring
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strength of the relation: 1 Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the uncertainty response is shown to be more than a middle category, with monitoring mediated by a distinct network; operationalised-as is loose.
concept_edges[0]the tagger's words
concept_edgesexecutive —causes→ uncertainty response
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strength of the relation: 0.9 Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says UR processes are executive; causes is loose.
concept_edges[4]the tagger's words
concept_edgesmetacognition —part-of→ declarative
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strength of the relation: 0.9 Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span links metacognition to the declarative system; part-of is loose.
concept_edges[7]the tagger's words
concept_edgesself-awareness —distinct-from→ uncertainty monitoring
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strength of the relation: 1
concept_edges[8]the tagger's words
concept_edgesreinforcement —causes→ registers
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strength of the relation: 1
concept_edges[9]the tagger's words
concept_edgesphylogenetic —causes→ metacognition
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strength of the relation: 0.8 Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says phylogeny probably gave metacognition in stages; causes states a probability.
concept_edges[10]the tagger's words
content_tagscorrelation
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also in: correlation
content_tags.statistics[0]the tagger's words
content_tagsgoodness-of-fit measure
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content_tags.statistics[1]the tagger's words
content_tagsmodel fitting
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also in: model fitting
content_tags.statistics[2]the tagger's words
content_tagssignal detection theory model
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content_tags.statistics[3]the tagger's words
content_tagserror of prediction
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content_tags.statistics[4]the tagger's words
content_tagsLe Pelley's associative-learning model never produces anything like the uncertainty-response pattern the macaques showed.
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content_tags.findings[0]the tagger's words
content_tagsAt its best fit the associative model mispredicts each of 120 data points by .10 on average.
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content_tags.findings[1]the tagger's words
content_tagsA non-associative uncertainty model fits the same data more than three times more closely, with an AAD of .03.
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content_tags.findings[2]the tagger's words
content_tagsThe better-fitting cognitive model is also the more parsimonious one, using 3 free parameters against the associative model's 5.
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content_tags.findings[3]the tagger's words
content_tagsThe associative model fits best only by giving up the crucial result: the macaque's asymmetric centering of uncertainty responses at Level 14.
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content_tags.findings[4]the tagger's words
content_tagsCapuchin monkeys essentially did not use the uncertainty response, even though they received immediate feedback after every trial.
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content_tags.findings[5]the tagger's words
content_tagsA concurrent memory load selectively suppressed macaques' uncertainty responses while leaving their Sparse, Middle and Dense perceptual responses largely intact.
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content_tags.findings[7]the tagger's words
content_tagsPigeons do not express any memory-monitoring capacity.
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content_tags.findings[8]the tagger's words
content_tagsPigeons' uncertainty-response rate stays flat across retention intervals, though they remember less after longer delays.
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content_tags.findings[9]the tagger's words
content_tagsWith the added serial-position parameters, Le Pelley's associative model would have nine free parameters.
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content_tags.findings[10]the tagger's words
content_tagsThe authors hold that Le Pelley's published simulations must be discounted because they misstate a crucial aspect of Hampton's method.
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content_tags.findings[11]the tagger's words
content_tagsWith the delay interval controlled, macaques made far more uncertainty responses on blank trials.
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content_tags.findings[12]the tagger's words
content_tagsMonkeys defended the same criterion of memory strength in two separate studies, a convergence across laboratories, animals and methods.
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content_tags.findings[13]the tagger's words
content_tagsThe authors argue that the associative models reflect a strict adherence to Morgan's Canon that even Morgan did not intend.
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content_tags.findings[14]the tagger's words
content_tagsanimals show uncertainty responses where no cuing stimulus is present, on first trials, and without feedback
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content_tags.findings[15]the tagger's words
content_tagschimpanzees checked the container before naming only on trials where they had not seen its contents
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content_tags.findings[16]the tagger's words
content_tagsthe empirical pattern is agreed by both sides; only its interpretation is disputed
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content_tags.findings[17]the tagger's words
content_tagsa broad enough associative label can no longer separate performances that differ psychologically
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content_tags.findings[18]the tagger's words
content_tagsthe claim implies any information processing can be lumped under 'associative', which makes the term theoretically useless
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content_tags.findings[19]the tagger's words
content_tagsmetacognition
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also in: metacognition
content_tags.definitions[0]the tagger's words
content_tags“Middle” response
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content_tags.definitions[2]the tagger's words
content_tagsAverage Absolute Deviation (AAD)
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content_tags.definitions[3]the tagger's words
content_tagsfulcrum point of URs
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content_tags.definitions[4]the tagger's words
content_tagssubjective difficulty
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content_tags.definitions[5]the tagger's words
content_tagsuncertainty response
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content_tags.definitions[6]the tagger's words
content_tagsDelayed-Matching-to-Sample
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content_tags.definitions[7]the tagger's words
content_tagsconcurrent working-memory load
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content_tags.variables[1]the tagger's words
content_tagspenalty timeout
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content_tags.variables[2]the tagger's words
content_tagsretention interval
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content_tags.variables[3]the tagger's words
content_tagsr = 0.838 — correlation between the proportion of trials the macaque declined and the distance of the trial level from his own subjective decisional breakpoint
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content_tags.quantities[0]the tagger's words
content_tags.10 — best-case average absolute deviation of the associative-learning model per data point
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content_tags.quantities[1]the tagger's words
content_tags.03 — average absolute deviation of the non-associative uncertainty model on the same data
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content_tags.quantities[2]the tagger's words
content_tagsabout .30 — per-data-point error of the associative model when constrained to the UR fulcrum of 14 that the real macaque showed
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content_tags.quantities[3]the tagger's words
content_tags5% — error of prediction of the earlier signal-detection associative model between predicted and observed response proportions
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content_tags.quantities[4]the tagger's words
content_tags7% — average per-stimulus-level misprediction of the uncertainty response by that associative model across levels 1-31
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content_tags.quantities[5]the tagger's words
content_tags23% ... 97% — macaque Murph's uncertainty-response rate at Level 9 against his accuracy on those same trials, showing URs uncoupled from reinforcement
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content_tags.quantities[6]the tagger's words
content_tags19% ... 22% — the same macaque's uncertainty-response rate at Level 20 against his accuracy there, far below chance yet declined less often than the easy level
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content_tags.quantities[7]the tagger's words
content_tags14 and 0.12 — the real macaque's position in the simulation space (UR fulcrum, mean UR rate), which the associative model's runs never reach
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content_tags.quantities[8]the tagger's words
content_tags90 s from 20s — the penalty timeout increase used to raise associative pressure on capuchins to adopt the uncertainty response
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content_tags.quantities[9]the tagger's words
content_tagsfive of six — capuchin monkeys who still failed to use the uncertainty response adaptively even after the timeout was quadrupled
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content_tags.quantities[10]the tagger's words
content_tags10% — the constant error rate macaques maintained as memory lists lengthened, by declining more tests
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content_tags.quantities[11]the tagger's words
content_tagsone of five — capuchins who searched before reaching more often on unseen-hiding trials in the food-concealment paradigm
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content_tags.quantities[12]the tagger's words
content_tags41-step continuum — the density scale along which stimuli are classified sparse or dense
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content_tags.quantities[13]the tagger's words
content_tagsLevel 21 — the exact breakpoint, never presented, around which the uncertainty response should cluster
Quotation withheld — this record is not cleared for redistribution. The sentence is in the paper at the link above.
content_tags.quantities[14]the tagger's words

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