Sex differences in learning processes of classical and operant conditioning — TEI-tagged view

Christina Dalla, Tracey J. Shors · 2009 · neuroscience · doi:10.1016/j.physbeh.2009.02.035 · full text at the source · TEI xml · tagged edition · index · concepts · authors
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. Claim relations is empty for the same reason as the Wood 1998 record: the review cites everything by bracketed number and never names an author or study in the running text, so any relation would have to be inferred from a bare citation. Replication status is 'replicated' because the review's central claim is a synthesis of multiple independent primary reports of the same sex differences (e.g. eyeblink conditioning across several cited studies) rather than a single new result; the paper simultaneously flags one contested sub-area (cue fear retention/extinction), which is recorded as a limitation. 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.
3 quotations on this page contain a reference number where the paper printed a superscript. This journal style prints citations as raised numerals — parameters12,13 — and the extraction flattened them into the line, so the sentence reads parameters 12 , 13 . The digits are citation markers and not part of what the author wrote. The quotes keep them for the same reason they keep every other extraction fault: a quote is reproduced exactly or it proves nothing.
This record’s own method is review, and the tags below follow from that. A review’s findings, quantities and statistics are things stated IN this paper, and some of them report results obtained elsewhere. No tag on this page names a different author. Measured across every review in this corpus, 81% of a review’s tags carry no citation at all — most of them are the review speaking. The corpus does not adjudicate the rest: read an unmarked tag as a claim this paper makes, not necessarily one it made first.
Other fields define these differently the same word, defined another way in another discipline
performance 5 fields · sex 3 fields
Tags on this paper every tag the record carries, whether or not the words occur in the text below — a number is how many papers in the corpus carry that tag; a tag with no number is unique to this paper
sex differences organizational2 activational eyeblink conditioning trace conditioning2 delay conditioning2 active avoidance2 conditioned taste aversion learned helplessness3 estrous cycle2 extinction3 performance11 differential reinforcement of low rate responding review319

Our tag layer for this paper

Cross-disciplinary analysis
content-tags & facets: phenomenon · claim-type · cross-domain-transfer · mechanism · claim-relation · replication-status · limitation — grounded in the full text
phenomenonsex differences in classical and operant conditioning— “We focus on classical and operant conditioning paradigms, including classical eyeblink conditioning, fear conditioning, active avoidance and conditioned taste aversion.”
claim-typeexistence— “Sex differences have been reported during acquisition, retention and extinction in most of these paradigms.”
method — evidence— “We review here sex differences as they occur in laboratory rodent species.”
object of study — evidence— “In general, females perform better than males in the classical eyeblink conditioning, in fear-potentiated startle and in most operant conditioning tasks, such as the active avoidance test. However, in the classical fear conditioning paradigm, in certain lever-pressing paradigms and in the conditioned taste aversion males outperform females or…
research question — evidence— “Critically, sex differences in performance account for some of the reported effects on learning and these are discussed throughout the review.”
contribution — evidence— “Minimally, the presentation of sex differences in learning underscores the need to include females in basic research studies [ 30 ]. They are often not included either because of the problems inherent to monitoring the estrous cycle, but also because it is assumed that their behaviours will be similar to males, albeit more variable.”
transferfrom human cognitive psychology: the verbal-versus-spatial pattern of human sex differences, used to motivate the rodent work— “For example, women tend to outperform men on tasks that involve verbal or semantic rules and memories related to personal experience, whereas men perform better on tasks that require the manipulation of complex spatial information, such as the manipulation of shapes in space”transfers[0]
transferfrom clinical psychiatry: the sex-skewed prevalence of specific disorders, used as the applied justification for the whole review— “For example, alcoholism, autism and attention deficit hyperactivity disorder (ADHD) are much more common in men, whereas Alzheimer's disease, social phobias, eating disorders, post-traumatic stress disorder (PTSD) and major depression are more common in women”transfers[1]
mechanismThe amount of fear generated by the task determines which sex performs better: high-fear paradigms favour males, low-fear paradigms favour females— “These effects seem to depend on the amount of fear that is generated and expressed during the learning experience”mechanisms[0]
mechanismMales acquire and retain the conditioned fear more strongly, and this stronger fear is what drives their superior performance in fear conditioning— “It is possible that males perform better than females, because they acquire and retain the conditioned fear in a higher degree.”mechanisms[1]
mechanismDivergent coping strategies to shock — active responding in females versus passive behavioural inhibition and freezing in males — produce the operant-conditioning sex difference— “Female rats respond actively to aversive stimulation, such as the footshock, whereas male rats exhibit behavioural inhibition by reacting passively and freeze”mechanisms[2]
mechanismAdult testosterone acts anxiolytically and thereby pushes males toward the passive strategy that impairs their avoidance learning— “Testosterone has been proposed to have anxiolytic properties and this might contribute to the passive strategy that male rats choose in response to the footshock”mechanisms[3]
mechanismDendritic spine density on CA1 pyramidal cells tracks learned-response performance across hormonal and stress manipulations, and is proposed as the anatomical substrate of the sex difference— “Thus, under all these various circumstances, performance of the learned response relates in a positive way to the presence of dendritic spines in the CA1 area of the hippocampus”mechanisms[4]
mechanismGonadal hormones act twice — organizing the developing brain and then activating circuits in puberty and adulthood — and the two effects interact to produce adult sex differences— “Thus, sex differences in learning are influenced by both organizational and activational effects of sex hormones, but in a complex and probably interactive way.”mechanisms[5]
mechanismmost differences are organized by gonadal hormones during early development and then modulated by activational effects in adulthood— “Most sex differences in conditioning are dependent on organizational effects of gonadal hormones during early development of the brain, in addition to modulation by activational effects during puberty and adulthood.”mechanisms[6]
mechanismmasculinising a female neonatally is not sufficient; male-like avoidance appears only if testosterone is also given in adulthood— “When females are masculinized by exposure to testosterone on the day of their birth, they do not perform like males as adults [ 84 , 87 ]. However, if they are also treated with testosterone in adulthood, then they exhibit male-like escape avoidance latencies”mechanisms[7]
mechanismdifferent tasks recruit different hormones - testosterone dominates avoidance, oestrogens and progesterone dominate eyeblink and fear conditioning - because the tasks differ in whether the response is volitional— “It seems that in active avoidance tasks testosterone plays a more important role than estrogens in the emergence of sex differences, while in eyeblink and fear conditioning estrogens and progesterone in females seem to be more important. These tasks differ in the fact that during operant conditioning, the animal must emit a voluntary motor…mechanisms[8]
mechanismthe sex difference survives across the oestrous cycle, so it is not simply an oestrogen effect— “However, the sex difference is apparent even in females that are trained during diestrus, a phase of the estrous cycle characterized by lower levels of estrogens and progesterone ( Figure 1b ) [ 47 ]. Thus, sex differences are evident across the estrous cycle and are not solely dependent on the presence of estrogens in females.”mechanisms[9]
mechanisman a priori argument that learning cannot depend heavily on hormone level, since both sexes undergo large hormonal changes across life— “It is noted that one would not expect a total dependence of basic learning processes on one or even a few hormones, because the adaptive value of learning is too great. Males and females of all species undergo massive changes in sex hormone availability across their lifespan, so learning cannot be massively influenced by their…mechanisms[10]
mechanismoestrogen dose effects are non-monotonic: low doses disrupt and high doses facilitate active avoidancemechanisms[11]
critiques the practice of excluding females from basic research, and the assumption that their behaviour is like males but more variableclaim_relations[0]
contradicts the assumption that females are the more variable sex, citing human data showing the opposite
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claim_relations[1]
qualifies reported sex differences in learning, by attributing some to performance and some to strategy
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claim_relations[2]
supports the case for including sex as a variable when animal models are applied to sex-differentiated disorders
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claim_relations[3]
sensea sex difference in this literature is a difference in measured PERFORMANCE, and the review's central caution is that performance and learning are not the same thing
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senses[0]
senseorganizational versus activational is the distinction between hormones building the difference during development and hormones modulating it in adulthood - and the two can be separated experimentally by when the manipulation is done
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senses[1]
sensethe DIRECTION of the sex difference is not a property of sex but of the task: females lead in eyeblink, fear-potentiated startle and active avoidance, males in fear conditioning, simple lever-pressing and taste aversion
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senses[2]
sensedifficulty flips the direction within one paradigm - males lead on simple lever-pressing, females on the harder low-rate variant
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senses[3]
edgeorganizational —contrasted-with→ activational
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concept_edges[1]
differs intrace conditioning —contrasted-with→ delay conditioning — THE AXIS IS THE TRACE INTERVAL, AND IT IS GIVEN AS A NUMBER. 'This task depends on the hippocampus and requires multiple trials to learn because the CS is separated with the US with a trace interval of 500 ms.' The two procedures are identical except for a gap, and the sentence states the gap AS THE CAUSE of both the hippocampal dependence and the slower learning - so the axis is not a description of the difference, it is the explanation of the consequences.
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concept_edges[2]
notetrace conditioning —contrasted-with→ delay conditioning — separated by whether the hippocampus is required, which is what makes the pair diagnostic
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concept_edges[2]
weightlearned helplessness —operationalised-as→ active avoidance — 0.9
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concept_edges[4]
for which uselimitation — any claim about the neural basis of the reviewed sex differences: THE NEUROANATOMICAL SUBSTRATES THAT MIGHT ACCOUNT FOR SEX DIFFERENCES HAVE NOT BEEN IDENTIFIED
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limitations[0]
for which uselimitation — even the eyeblink evidence the review treats as cleanest: ONE CAN NEVER RULE OUT PERFORMANCE EFFECTS ENTIRELY
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limitations[1]
for which uselimitation — spatial learning, which the review excludes: SEX DIFFERENCES IN SPATIAL LEARNING, ALTHOUGH IMPORTANT, WILL NOT BE DISCUSSED IN THIS REVIEW, BECAUSE THEY HAVE BEEN REVIEWED ELSEWHERE
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limitations[2]
for which uselimitation — developmental effects of sex hormones, on which the literature is silent: TO OUR KNOWLEDGE, THERE IS NO REPORT IN THE LITERATURE CONCERNING DEVELOPMENTAL EFFECTS OF SEX HORMONES
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limitations[3]
for which uselimitation — the conditioned taste aversion paradigm: IT IS DIFFICULT TO STUDY SEX DIFFERENCES IN CONDITIONED LEARNING IN THIS PARADIGM, ALTHOUGH THEY EXIST
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limitations[4]
for which uselimitation — the retention and extinction phases of cue fear conditioning, in a changed context, measured by freezing: WHETHER SEX DIFFERENCES EXIST DURING TESTING (RETENTION) AND EXTINCTION OF CUE FEAR CONDITIONING, WHEN RATS ARE PLACED IN A DIFFERENT CONTEXT (CR: TIME SPEND FREEZING)
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limitations[5]
for which uselimitation — every learning effect the review reports: SEX DIFFERENCES IN PERFORMANCE ACCOUNT FOR SOME OF THE REPORTED EFFECTS ON LEARNING
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limitations[6]
for which uselimitation — spatial learning paradigms specifically: THIS HAS BEEN SUGGESTED BEFORE FOR SPATIAL LEARNING PARADIGMS, IN WHICH MALE RATS USUALLY PERFORM BETTER THAN FEMALES BY USING A MORE DIRECT strategy - a strategy difference, not a learning difference
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limitations[7]
for which uselimitation — lever-pressing measures: SEX DIFFERENCES IN LEVER-PRESSING HAVE BEEN ATTRIBUTED TO HIGHER GENERAL ACTIVITY OF FEMALES THAN MALES AND TO THE FACT THAT DURING TESTING FEMALES ENGAGE TO DIFFERENT ACTIVITIES THAN PRESSING THE LEVER
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limitations[8]
for which uselimitation — conditioned taste aversion studies that administer hormones: EXOGENOUS SEX HORMONE'S ADMINISTRATION ALSO HAS ILLNESS-INDUCING PROPERTIES, WHICH CAN IN TURN INFLUENCE CONDITIONED TASTE AVERSION
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limitations[9]
for which uselimitation — drug-of-abuse aversion data read as learning: IT IS DIFFICULT TO EVALUATE THEM FROM A LEARNING PERSPECTIVE, BECAUSE OF THE POTENT REWARDING PROPERTIES OF THE DIFFERENT CLASSES OF DRUGS OF ABUSE
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limitations[10]
for which uselimitation — human cognition studies: MANY OF THE REPORTED SEX DIFFERENCES ARE RELATIVELY SMALL IN MAGNITUDE AND THEIR EMERGENCE MAY ONLY ARISE AS A FUNCTION OF THE TASK, ITS DIFFICULTY OR THE SPECIFIC EXPERIMENTAL DESIGN
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limitations[11]
duplicate oflimitation — limitations[2]
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limitations[12]
for which uselimitation — the same scope as limitations[2] - spatial learning, excluded from the review
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limitations[12]
for which uselimitation — developmental hormone work in conditioned taste aversion: THERE IS NO REPORT IN THE LITERATURE CONCERNING DEVELOPMENTAL EFFECTS OF SEX HORMONES, and SUCH STUDIES WOULD BE DIFFICULT TO DO, ALTHOUGH NOT IMPOSSIBLE
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limitations[13]
evidential statusmechanism — the paper's own words: It is possible that
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mechanisms[1]
replicationreplicated
limitationThe neural substrate of the reviewed sex differences is not established; hippocampal CA1 spine density is offered only as a parallel correlate.
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limitations[0]
limitationPerformance factors can never be entirely excluded even in the eyeblink paradigm the authors regard as least contaminated by them.
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limitations[1]
limitationSex differences in spatial learning are excluded from the review's scope.
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limitations[2]
limitationDevelopmental hormone effects on conditioned taste aversion are absent from the literature reviewed.
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limitations[3]
limitationConditioned taste aversion is confounded by sex differences in sweet preference and in the rewarding/aversive properties of the compounds used, making learning-level conclusions hard to draw.
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limitations[4]
limitationFindings on retention and extinction of cue fear conditioning are inconsistent across studies.
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limitations[5]
limitationsex differences in performance account for some of the reported learning effects, a confound running through the whole literature
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limitations[6]
limitationsome differences may be differences in strategy rather than in learning
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limitations[7]
limitationlever-pressing differences are attributable to general activity and to what females do instead of pressing
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limitations[8]
limitationconditioned taste aversion is declared difficult to interpret for this question because taste preference, drug reward and the hormones themselves all confound it
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limitations[9]
limitationdrug-based aversion data cannot be evaluated from a learning perspective because of the rewarding properties of the drugs
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limitations[10]
limitationhuman sex differences are small, task-dependent and hard to interpret even when observed
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limitations[11]
limitationspatial learning is excluded from the review despite being central to the topic
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limitations[12]
limitationno study exists on developmental hormone effects in conditioned taste aversion
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limitations[13]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingFemale rats emit more conditioned eyeblink responses than males in both the hippocampus-dependent trace version and the hippocampus-independent delay version of the task.
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content_tags.findings[0]
findingThe direction of the sex difference reverses in fear conditioning: males acquire and express conditioned fear better than females.
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content_tags.findings[1]
findingIn the harder two-way active avoidance task most females learn to escape in the first trials, while males need more.
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content_tags.findings[2]
findingRemoving the ovaries in adulthood abolishes the female advantage in eyeblink conditioning, showing the effect depends on circulating ovarian hormones.
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content_tags.findings[3]
findingThe sex difference in learning emerges after puberty, with none before or during puberty.
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content_tags.findings[4]
findingTestosterone given to females on the day of birth reduces their adult classical conditioning.
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content_tags.findings[5]
findingIn conditioned taste aversion females extinguish sooner, drinking the sweet solution again sooner and in greater amounts.
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content_tags.findings[6]
findingAfter uncontrollable stress, male rats fail to learn to escape shock in active avoidance and become helpless.
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content_tags.findings[7]
findingBecause females learn trace eyeblink conditioning better, more of the newly born hippocampal cells survive in females than in males.
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content_tags.findings[8]
findingCastrating adult males facilitates their operant conditioning.
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content_tags.findings[9]
findingfemales outperform males in eyeblink conditioning, fear-potentiated startle and most operant tasks
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content_tags.findings[10]
findingmales outperform females in classical fear conditioning, some lever-pressing tasks and taste aversion
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content_tags.findings[11]
findingthe direction reverses with task difficulty within lever-pressing
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content_tags.findings[12]
findingthe eyeblink difference persists in diestrus, so it is not solely an oestrogen effect
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content_tags.findings[13]
findingfemales retain the conditioned response better weeks later, which argues the difference is learning and not performance
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content_tags.findings[14]
findingno sex difference exists in spontaneous blinking, in response to the noise alone, or in the unconditioned response
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content_tags.findings[15]
findingmales exposed to uncontrollable stress become helpless while females do not
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content_tags.findings[16]
findingthe helplessness difference survives gonadectomy and neonatal masculinisation, unlike the other effects
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content_tags.findings[17]
findingoestrogen effects on avoidance are non-monotonic - low doses disrupt, high doses facilitate
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content_tags.findings[18]
findingphysiological oestrogen replacement does not restore the eyeblink advantage; only non-physiological doses do
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content_tags.findings[19]
quantity500 ms — length of the temporal gap between CS and US that makes eyeblink conditioning hippocampus-dependent
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content_tags.quantities[0]
quantity800 trials — total trace eyeblink conditioning trials given, spread over four days at 200 per day
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content_tags.quantities[1]
quantity34% / 17% — increase in the density of new hippocampal cells caused by training, in females versus males
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content_tags.quantities[2]
quantity60% — the responding rate used as the learning criterion that more females than males reach
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content_tags.quantities[3]
quantity1 mA — intensity of the footshock the rats learn to avoid in the one-way avoidance task
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content_tags.quantities[4]
quantity30 trials — amount of avoidance training after which some male rats still have not learned to escape
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content_tags.quantities[5]
quantityEVIDENCE CORRECTED (RE-GROUNDED - THE POINTER WAS WRONG, NOT THE CLAIM) · 800 trials over 4 days, 200 per day — the eyeblink training protocol
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.quantities[6]
retractedquantity — RE-GROUNDED - THE POINTER WAS WRONG, NOT THE CLAIM. The old evidence was verbatim, anchored and correctly cut, and it contained NONE of this claim's numbers (200, 800). The paper states the claim in one sentence elsewhere and the tagger did not use it. the project, 2026-08-23: 'WE HAVE SPENT THE DAY VERIFYING THAT QUOTES ARE REAL AND NONE OF IT ASKS WHETHER THEY ARE RELEVANT.' Confirmed by reading the claim, the old span and the candidate together; the candidate carries every number AND the claim's own content words.content_tags.quantities[6]
quantity500 ms trace interval — the gap that makes the task hippocampus-dependent
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.quantities[7]
variableeyeblink response (dependent)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[2]
variableescape latencies (dependent)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[3]
variableDensity of dendritic spines (dependent)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[4]
variablesex
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[7]
variablephase of the estrous cycle
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[8]
definitionclassical eyeblink conditioning paradigm
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[0]
definitiontrace conditioning
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[1]
definitiondelay conditioning
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[2]
definitionconditioned taste aversion
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[3]
definitionfear-potentiated startle paradigm
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[4]
definitionlight-enhanced startle paradigm
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[5]
definitionone-way avoidance task (FR1)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[6]
definitiontwo-way avoidance task (FR2)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[7]
definitionorganizational and activational effects
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.definitions[8]
key-termssex differences, organizational, activational, eyeblink conditioning, trace conditioning, delay conditioning, active avoidance, conditioned taste aversion, learned helplessness, estrous cycle, extinction, performance, estrogens, testosterone, ovariectomy, gonadectomy, acquisition, retention, fear conditioning, hippocampal
Statistics — cross-field join keys
field-invariant statistical terms, used in their statistical sense (gated on a number / symbol / test). A p-value or a standard deviation means the SAME thing in physics, biology, psychology and sociology — so these are the strongest cross-field join keys. Grounded verbatim.
p-value p as written: p<0.05
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.statistics[0]
statistical significance test * as written: significant differences are noted with an *
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.statistics[1]
Second readings
a facet read a second time, independently, from its own sentence — and whether the two readings agree
claim typecritique — a second reading DIFFERING from the recorded value; recorded: existence
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
alternatives.claim_type
methodnarrative review across eyeblink conditioning, fear conditioning, active avoidance and conditioned taste aversion, with hormonal manipulation studies — a second reading DIFFERING from the recorded value; recorded: review
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
alternatives.method
phenomenonsex differences in associative learning — a second reading DIFFERING from the recorded value; recorded: sex differences in classical and operant conditioning
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
alternatives.phenomenon

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.

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