diff --git a/cdl.bib b/cdl.bib
index a55a0e0..492870d 100644
--- a/cdl.bib
+++ b/cdl.bib
@@ -1,5 +1,229 @@
+
+
+@article{Rame72,
+	author = {U Ramer},
+	doi = {10.1016/S0146-664X(72)80017-0},
+	journal = {Computer Graphics and Image Processing},
+	month = {November},
+	number = {3},
+	pages = {244--256},
+	title = {An iterative procedure for the polygonal approximation of plane curves},
+	volume = {1},
+	year = {1972}}
+
+@book{Thor13,
+	author = {E L Thorndike},
+	doi = {10.1037/13051-000},
+	publisher = {Teachers College, Columbia University},
+	title = {Educational Psychology: The Psychology of Learning},
+	volume = {2},
+	year = {1913}}
+
+@article{AntoEtal24,
+	author = {J Antony and A Lozano and P Dhoat and J Chen and K Bennion},
+	doi = {10.1162/jocn_a_02216},
+	journal = {Journal of Cognitive Neuroscience},
+	month = {November},
+	number = {11},
+	pages = {2368--2385},
+	title = {Causal and chronological relationships predict memory organization for nonlinear narratives},
+	volume = {36},
+	year = {2024}}
+
+@article{LindEtal21,
+	author = {C A Lindbergh and N Walker and R {La Joie} and S Weiner-Light and A M Staffaroni and K B Casaletto and F Elahi and S M Walters and M You and D Cotter and B Asken and A C Apple and E Tsoy and J Neuhaus and C Fonseca and A Wolf and Y Cobigo and H Rosen and J H Kramer},
+	doi = {10.1017/S1355617720001009},
+	journal = {Journal of the International Neuropsychological Society},
+	number = {4},
+	pages = {382--388},
+	title = {Worth the Wait: Delayed Recall after 1 Week Predicts Cognitive and Medial Temporal Lobe Trajectories in Older Adults},
+	volume = {27},
+	year = {2021}}
+
+@article{MayeEtal92b,
+	author = {R E Mayer and A B Lewis and M Hegarty},
+	doi = {10.1016/S0166-4115(08)60886-9},
+	journal = {Advances in Psychology},
+	pages = {137--153},
+	title = {Mathematical misunderstandings: Qualitative reasoning about quantitative problems},
+	volume = {91},
+	year = {1992}}
+
+@article{Zoll90,
+	author = {U Zoller},
+	doi = {10.1002/tea.3660271011},
+	journal = {Journal of Research in Science Teaching},
+	month = {December},
+	number = {10},
+	pages = {1053--1065},
+	title = {Students' misunderstandings and misconceptions in college freshman chemistry (general and organic)},
+	volume = {27},
+	year = {1990}}
+
+@article{Schr00b,
+	author = {G Schraw},
+	doi = {10.1037/0022-0663.92.1.96},
+	journal = {Journal of Educational Psychology},
+	number = {1},
+	pages = {96},
+	title = {Reader beliefs and meaning construction in narrative text},
+	volume = {92},
+	year = {2000}}
+
+@article{YeshEtal21,
+	author = {Y Yeshurun and M Nguyen and U Hasson},
+	doi = {10.1038/s41583-020-00420-w},
+	journal = {Nature Reviews Neuroscience},
+	month = {January},
+	number = {3},
+	pages = {181--192},
+	title = {The default mode network: where the idiosyncratic self meets the shared social world},
+	volume = {22},
+	year = {2021}}
+
+@article{NguyEtal19,
+	author = {M Nguyen and T Vanderwal and U Hasson},
+	doi = {10.1016/j.neuroimage.2018.09.010},
+	journal = {{NeuroImage}},
+	month = {January},
+	pages = {161--170},
+	title = {Shared understanding of narratives is correlated with shared neural response},
+	volume = {184},
+	year = {2019}}
+
+@article{KaraEtal21,
+	author = {E Kara and M Tonin and M Vlassopoulos},
+	doi = {10.1016/j.econedurev.2021.102104},
+	journal = {Economics of Education Review},
+	month = {June},
+	pages = {102104},
+	title = {Class size effects in higher education: Differences across {STEM} and non-{STEM} fields},
+	volume = {82},
+	year = {2021}}
+
+@article{vandEtal11,
+	author = {J {van de Pol} and M Volman and J Beishuizen},
+	doi = {10.1016/j.learninstruc.2009.10.004},
+	journal = {Learning and Instruction},
+	month = {February},
+	number = {1},
+	pages = {46--57},
+	title = {Patterns of contingent teaching in teacher--student interaction},
+	volume = {21},
+	year = {2011}}
+
+@article{ChiEtal01,
+	author = {M T H Chi and S A Siler and H Jeong and T Yamauchi and R G M Hausmann},
+	doi = {10.1207/s15516709cog2504_1},
+	journal = {Cognitive Science},
+	month = {July},
+	number = {4},
+	pages = {471--533},
+	title = {Learning from human tutoring},
+	volume = {25},
+	year = {2001}}
+
+@article{ChiEtal08,
+	author = {M T H Chi and M Roy and R G M Hausmann},
+	doi = {10.1080/03640210701863396},
+	journal = {Cognitive Science},
+	month = {March},
+	number = {2},
+	pages = {301--341},
+	title = {Observing tutorial dialogues collaboratively: Insights about human tutoring effectiveness from vicarious learning},
+	volume = {32},
+	year = {2008}}
+
+@article{ShafEtal14,
+	author = {P Shafto and N D Goodman and T L Griffiths},
+	doi = {10.1016/j.cogpsych.2013.12.004},
+	journal = {Cognitive Psychology},
+	month = {June},
+	pages = {55--89},
+	title = {A rational account of pedagogical reasoning: Teaching by, and learning from, examples},
+	volume = {71},
+	year = {2014}}
+
+@inproceedings{ShafGood08,
+	author = {P Shafto and N Goodman},
+	booktitle = {Proceedings of the 30th annual conference of the Cognitive Science Society},
+	organization = {Cognitive Science Society Austin, TX},
+	pages = {1632--1637},
+	title = {Teaching games: Statistical sampling assumptions for learning in pedagogical situations},
+	year = {2008}}
+
+@article{AvraEtal97,
+	author = {J Avrahami and Y Kareev and Y Bogot and R Caspi and S Dunaevsky and S Lerner},
+	doi = {10.1080/713755719},
+	journal = {The Quarterly Journal of Experimental Psychology Section A},
+	month = {August},
+	number = {3},
+	pages = {586--606},
+	title = {Teaching by examples: Implications for the process of category acquisition},
+	volume = {50},
+	year = {1997}}
+
+@article{SumeEtal23,
+	author = {T R Sumers and M K Ho and R D Hawkins and T L Griffiths},
+	doi = {10.1016/j.cognition.2022.105326},
+	journal = {Cognition},
+	month = {March},
+	pages = {105326},
+	title = {Show or tell? {E}xploring when (and why) teaching with language outperforms demonstration},
+	volume = {232},
+	year = {2023}}
+
+@article{ChenEtal24,
+	author = {A M Chen and A Palacci and N V{\'e}lez and R D Hawkins and S J Gershman},
+	doi = {10.1111/cogs.13477},
+	journal = {Cognitive Science},
+	month = {July},
+	number = {7},
+	pages = {e13477},
+	title = {A hierarchical bayesian model of adaptive teaching},
+	volume = {48},
+	year = {2024}}
+
+@article{FranLiu18,
+	author = {M C Frank and L Liu},
+	doi = {10.31234/osf.io/bucqx},
+	journal = {{PsyArXiv}},
+	month = {December},
+	title = {Modeling classroom teaching as optimal communication},
+	year = {2018}}
+
+@article{RaccEtal24,
+	author = {O Raccah and P Chen and T M Gureckis and D Poeppel and V A Vo},
+	doi = {10.1038/s41597-024-04082-6},
+	journal = {Scientific Data},
+	month = {December},
+	number = {1},
+	pages = {1317},
+	title = {The ``{N}aturalistic {F}ree {R}ecall'' dataset: four stories, hundreds of participants, and high-fidelity transcriptions},
+	volume = {11},
+	year = {2024}}
+
+@article{NastEtal21,
+	author = {S A Nastase and Y Liu and H Hillman and A Zadbood and L Hasenfratz and N Keshavarzian and J Chen and C J Honey and Y Yeshurun and M Regev and M Nguyen and C H C Chang and C Baldassano and O Lositsky and E Simony and M A Chow and Y C Leong and P P Brooks and E Micciche and G Choe and A Goldstein and T Vanderwal and Y O Halchenko and K A Norman and U Hasson},
+	doi = {10.1038/s41597-021-01033-3},
+	journal = {Scientific Data},
+	month = {September},
+	number = {1},
+	pages = {250},
+	title = {The ``{N}arratives'' {fMRI} dataset for evaluating models of naturalistic language comprehension},
+	volume = {8},
+	year = {2021}}
+
+@article{DeHaEtal25,
+	author = {R D DeHaan and Y Ezzyat and M J Randazzo and A M Rao and A M Papanastassiou and A S Geller and B C Lega and J P Aronson and R E Gross and B C Jobst and K A Zaghloul and G A Worrell and S A Sheth and M R Sperling and M J Kahana},
+	journal = {bioRxiv},
+	month = {July},
+	title = {Neural components underlying successful free recall are specific to episodic memory},
+	volume = {10.1101/2025.07.25.666835},
+	year = {2025}}
+
 @article{BarrEtal13,
-	author = {D J Barr and R R Levy and C Scheepers and H J Tily},
+	author = {D J Barr and R Levy and C Scheepers and H J Tily},
 	doi = {https://doi.org/10.1016/j.jml.2012.11.001},
 	journal = {Journal of Memory and Language},
 	number = {3},
@@ -33,6 +257,14 @@ @article{BateEtal15a
 	volume = {67},
 	year = {2015}}
 
+@article{MartEtal18,
+	author = {J L Martinez-Rodrigues and I Lopez-Arevalo and A B Rios-Alvarado},
+	journal = {Expert Systems with Applications},
+	pages = {339--355},
+	title = {{OpenIE}-based approach for knowledge graph construction from text},
+	volume = {113},
+	year = {2018}}
+
 @article{ZhanEtal18b,
 	author = {Y Zhang and H Dai and Z Kozereva and A Smola and L Song},
 	journal = {Proceedings of the {AAAI} Conference on Artificial Intelligence},
@@ -379,12 +611,15 @@ @article{HargEtal12
 	volume = {6},
 	year = {2012}}
 
-@article{FitzMann23,
+@article{FitzMann24,
 	author = {P C Fitzpatrick and J R Manning},
-	journal = {{arXiv}},
-	title = {\texttt{Davos}: a {Python} ``smuggler'' for constructing lightweight reproducible notebooks},
-	volume = {2211.15445},
-	year = {2023}}
+	doi = {10.1016/j.softx.2023.101614},
+	journal = {{SoftwareX}},
+	month = {February},
+	pages = {101614},
+	title = {\texttt{Davos}: A {Python} package ``smuggler'' for constructing lightweight reproducible notebooks},
+	volume = {25},
+	year = {2024}}
 
 @article{PianHill22,
 	author = {S T Piantadosi and F Hill},
@@ -556,15 +791,15 @@ @misc{MannEtal23b
 
 @article{FitzEtal23,
 	author = {P C Fitzpatrick and A C Heusser and J R Manning},
+	doi = {10.31234/osf.io/dh3q2},
 	journal = {{PsyArXiv}},
-	pages = {doi.org/10.31234/osf.io/dh3q2},
 	title = {Text embedding models yield high-resolution insights into conceptual knowledge from short multiple-choice quizzes},
 	year = {2023}}
 
 @article{MannEtal23a,
 	author = {J R Manning and E C Whitaker and P C Fitzpatrick and M R Lee and A M Frantz and B J Bollinger and D Romanova and C E Field and A C Heusser},
+	doi = {10.31234/osf.io/erzfp},
 	journal = {{PsyArXiv}},
-	pages = {doi.org/10.31234/osf.io/erzfp},
 	title = {Feature and order manipulations in a free recall task affect memory for current and future lists},
 	year = {2023}}
 
@@ -1121,14 +1356,15 @@ @article{TurnBrai15
 	volume = {33},
 	year = {2015}}
 
-@article{MeshEtal20,
+@article{MeshEtal21,
 	author = {M Meshulam and L Hasenfratz and H Hillman and Y F Liu and M Nguyen and K A Norman and U Hasson},
+	doi = {10.1038/s41467-021-22202-3},
 	journal = {Nature Communications},
-	number = {1922},
-	pages = {doi.org/10.1038/s41467-021-22202-3},
+	number = {1},
+	pages = {1922},
 	title = {Neural alignment predicts learning outcomes in students taking an introduction to computer science course},
 	volume = {12},
-	year = {2020}}
+	year = {2021}}
 
 @article{NguyEtal22,
 	author = {M Nguyen and A Chang and E Micciche and M Meshulam and S A Nastase and U Hasson},
@@ -2679,9 +2915,11 @@ @article{DalgWatt90
 
 @article{MannEtal22,
 	author = {J R Manning and G M Notaro and E Chen and P C Fitzpatrick},
+	doi = {10.1038/s41598-022-17781-0},
 	journal = {Scientific Reports},
-	number = {13822},
-	pages = {doi.org/10.1038/s41598-022-17781-0},
+	month = {August},
+	number = {1},
+	pages = {13822},
 	title = {Fitness tracking reveals task-specific associations between memory, mental health, and physical activity},
 	volume = {12},
 	year = {2022}}
@@ -6033,7 +6271,7 @@ @article{HaluEtal13
 	volume = {8},
 	year = {2013}}
 
-@article{Schr00,
+@article{Schr00a,
 	author = {T Schreiber},
 	journal = {Physical Review Letters},
 	number = {2},
@@ -32729,7 +32967,7 @@ @article{EichMetc89
 	volume = {15},
 	year = {1989}}
 
-@article{MayeEtal92,
+@article{MayeEtal92a,
 	author = {John D Mayer and Yvonne N Gaschke and Debra L Braverman and Temperance W Evans},
 	journal = {Journal of Personality and Social Psychology},
 	number = {1},