Evidence pipeline

generated 2026-08-15 19:33 ยท every number read live from the logs, nothing maintained by hand
158
papers held
967
draft claims waiting
0
claims on the shelf
0
checked against source

The funnel

candidates judgedscreened against the goal sentence
15,638
keptworth opening
1,963
papers heldon disk, title-verified
158
papers reada machine has been through them
125
draft claimsquotes checked, waiting for a person
967
claims on the shelfpromoted, usable
0
claims checked vs sourceread against the paper by a person
0

Predictions, graded by this page

byclaimtestnow
19:30parallel expansion is workingcandidates > 5,0000FAILED
20:30round 2 actually startedcandidates > 20,0000pending
21:00fetching is draining the queuequeue < 150164pending
21:00the reader is keeping uppositions > 1,000967pending
01:00this afternoon's loss is recoveredcandidates > 44,0000pending
Tong: 'how can I make sure u not messed up'. Claims with a deadline and a number, so the page grades them instead of me explaining them. A prediction that can only be checked by asking me is not a check.

Accumulated over time

011,08722,17433,26144,34813.1 hours
papers found   papers read and judged.

It works outward from a handful of starting papers: everything they cite, and everything citing them. Then it does the same from the good ones it found. It judges each batch as it goes, so the two lines should climb together.

A cliff in the blue line is a restart. The search cannot resume, so restarting it means walking out from the starting papers again from nothing.

Both lines flat while the list below says something is running is the real stall.

Running right now

It judges every few hundred papers as it collects, so these numbers should move steadily. If this list shows work but the numbers above have not moved in half an hour, something is wrong.

By pillar

pillarjudgedkepthelddraftsclaims
tl15,63819631589670

Fetching

335
succeeded
1381
failed
230
page layouts captured
why a fetch failedn
NO_FREE_PDF: no open-access copy found (route 803
DOWNLOAD_FAILED (tried 1 urls; try Chula proxy183
DOWNLOAD_FAILED (tried 2 urls; try Chula proxy152
library holds no copy: NOTHING54
access offered but not taken, controls=47
DOWNLOAD_FAILED (tried 3 urls; try Chula proxy44

Read, but not yet turned into claims

paperdraft claims
antonakis-2017-doing-better-science19
dasborough-2021-leadership-still-not19
pletzer-2023-constructive-destructive-leadership18
knippenberg-2013-critical-assessment-charismatic18
gardner-2024-let-get-real15
mitchell-2022-unethical-leadership-research14
liden-2025-servant-leadership-strengths14
carton-2021-science-leadership-theoretical14
lee-2017-empowering-leadership-meta14
hannah-2014-debunking-false-dichotomy14
anderson-2015-reviewing-leadership-styles14
arda-2023-authenticity-atypicality-leadership13
buss-2024-greater-good-visionary13
ng-2014-ethical-leadership-meta12
lemoine-2018-taking-stock-moral12
collinson-2015-teaching-leadership-critically12
tur-2021-charismatic-signaling-social12
eagly-2002-role-congruity-theory12
jacobsen-2021-can-leadership-training11
ravetbrown-2023-transformational-entrepreneurial-leadership11
gooty-2025-super-man-fails10
hirsch-1999-umbrella-advocates-versus10
bass-1997-transactional-transformational-leadership10
misangyi-2016-embracing-causal-complexity10
jensen-2016-conceptualizing-measuring-transformational10
stephenson-2025-beyond-unethical-leader10
gils-2018-respectful-leadership-reducing10
bastardoz-2023-mean-follow-critique10
brands-2015-leader-social-network10
liden-2024-evolution-leadership-past10
fischer-2024-fatal-flaw-positive10
metz-2023-insatiable-hunger-charisma10
kasemaa-2020-comparing-two-instruments10
antonakis-2016-charisma-ill-defined10
derue-2010-who-will-lead10
hermalin-2023-helm-kirk-spock9
antonakis-2021-just-words-just9
nielsen-2021-eye-beholder-self9
carton-2011-explaining-bias-against9
bolden-2016-leadership-paradoxes9
ates-2018-dark-side-visionary9
gundemir-2018-impact-organizational-performance9
ozgenel-2021-comparison-ethical-transformational9
billsberry-2025-leadership-fractured-times9
katznavon-2019-trapped-middle-challenging9
ehrnrooth-2023-high-performance-work8
fang-2025-engagement-exhaustion-double8
arnulf-2014-predicting-survey-responses8
bedi-2015-meta-analytic-ethical8
fuller-2022-enhancing-extending-meta8
eva-2024-inconvenient-truth-comprehensive8
carton-2017-can-leaders-overcome8
colman-2021-contextualizing-leadership-upon8
kunz-2023-longitudinal-perspective-interplay7
antonakis-2023-theory-leadership-management7
leroy-2025-devil-details-zooming7
jelaca-2016-proposal-research-framework7
madison-2025-social-exchange-theory7
leroy-2024-motivating-people-work7
grant-2012-leading-meaning-beneficiary7
olaniyan-2026-exploring-curvilinear-relationships7
negt-2023-eine-systematische-ubersicht7
balwant-2019-dimensionality-measurement-destructive7
nguyen-2022-reconciling-general-transformational7
eden-1975-implicit-leadership-theory7
stouten-2013-can-leader-seen7
martynova-2016-impact-gender-subtle7
yustina-2020-reaction-charismatic-transformational7
bajcar-2022-transformational-transactional-leadership7
nugroho-2023-revisiting-islamic-leadership7
trepanier-2019-linking-destructive-forms7
gonzalezcanovas-2026-exploring-boundaries-transformational7
fischer-2016-leadership-process-models7
contreras-2014-aportaciones-teoricas-significativas7
rosette-2010-agentic-women-communal6
schyns-2007-charisma-hyper-romanticism6
batistafoguet-2021-measuring-leadership-assessment6
sonier-2024-role-attributed-value6
pastor-2007-adding-fuel-fire6
cornelissen-2026-construct-fallacies-construct6
knippenberg-2005-leader-self-sacrifice6
luo-2022-humble-leadership-outcomes6
metz-2025-irresistible-allure-charismatic6
khlaf-2021-ulusal-kulturun-paternali6
knippenberg-2023-supervisor-organizational-embodiment6
hoogeboom-2019-advancing-transformational-transactional6
arend-2025-reconsidering-bad-leadership6
antonakis-2013-addendum-full-range6
rowold-2007-transformational-charismatic-leadership6
zacher-2024-leadership-environmental-sustainability6
wang-2018-meta-analytic-primary6
getnet-2025-transformational-leadership-firm6
li-2020-can-becoming-leader6
jacquart-2014-charisma-matter-top6
howard-2025-configural-approach-leadership5
lauritzen-2021-leadership-matters-but5
garman-2003-factor-structure-transformational5
cevik-2023-gender-marital-status5
hazy-2025-charisma-heuristic-cognitive5
beveren-2017-psychometric-properties-portuguese5
damen-2008-leader-affective-displays5
steffens-2013-power-through-leaders5
balkundi-2011-centrality-charisma-comparing5
avolio-1999-examining-components-transformational5
lartey-2024-controversial-relationship-between5
mansur-2023-leadership-revisiting-reframing5
sy-2010-leadership-perceptions-function4
kwan-2019-transformational-leadership-theory4
rosette-2008-white-standard-racial4
adnans-2024-transformational-leadership-poor4
ryan-2010-think-crisis-think4
jensen-2016-afh-nger-ledelse4
avolio-2008-leadership-current-theories4
vadvilavicius-2019-consequences-dark-leadership3
epitropaki-2004-implicit-leadership-theories3
koenig-2011-leader-stereotypes-masculine3
wang-2011-transformational-leadership-performance3
venus-2018-visions-change-visions3
chen-2018-transformational-leadership-always3
judge-2004-transformational-transactional-leadership3
joseph-2016-leadership-fixing-workplaces2
agag-2025-cross-cultural-meta2
fischer-2025-theory-leadership-meta1
glynn-2010-uncovering-mechanisms-theory1
clare-2025-leaders-actually-influence0

Held but never read (33)

What the numbers mean

Read the funnel for where the loss is, not for the totals. Many candidates and few papers held means fetching is the wall. Many held and few read means reading is. Many drafts and none verified means it is waiting on a person, and that person is you.

Watch the last row, never the first. A claim checked against its source is the only row that means anything. A big number at the top with a zero at the bottom is a pile, not a shelf.

published 2026-08-15 19:33:26 · page refreshes itself every 45s · rebuilt from the live records on every publish