# brain-lm-alignment-ds006239 by BrainAlign: Dataset Source: https://savrn.com/datasets/brain-lm-alignment-ds006239 Markdown alternate of the page above; the site index is https://savrn.com/llms.txt --- ## Dataset Card Wang et al. 2025 — word-level phonological and semantic reading tasks in children and adolescents aged 10–17. Every alignment number in this dataset is only as meaningful as the brain RDMs it was computed against. So before any model result, the same pipeline is asked whether anything stimulus-driven correlates with those RDMs — stimulus duration, intensity, word length, frequency, phoneme and syllable counts, an acoustic model of the audio where the stimuli are audio, and the study's own condition contrast — each tested by a permutation test that shuffles stimulus identity. correction — not the acoustic model of the audio the children actually heard, not the study's own experimental… Excerpt from the card by BrainAlign. ## Structure ### default 75 rows | Split | Rows | Size | | --- | --- | --- | | train | 75 | 4.5 KB | familystringn_cellsint64trend_rho_meanfloat64trend_rho_sdfloat64tfloat64pfloat64 ## Details Repository BrainAlign/brain-lm-alignment-ds006239 Publisher BrainAlign Task category Not stated by the source Tags Not stated by the source Size category Not stated by the source Languages Not stated by the source Revision cfc3ee0f2cd174519676ff8b866b062ac681e8d5 Last updated 2026-10-08 ## Files 132 files, 17.1 MB in total. Data75 files · 14.4 MB Documentation6 files · 57.8 KB Other50 files · 2.6 MB Repository1 file · 2.6 KB Every file | File | Type | Size | SHA-256 | | --- | --- | --- | --- | | alignment_by_cell.csv | Data | 18.9 KB | — | | alignment_by_checkpoint.csv | Data | 11.6 MB | db5f57d4e1c2 | | alignment_by_family.csv | Data | 3.8 KB | — | | alignment_rows.csv | Data | 303.4 KB | — | | ceilings_ds006239.csv | Data | 28.2 KB | — | | control/control_by_cell.csv | Data | 8.1 KB | — | | control/control_summary.csv | Data | 682 B | — | | control/dimensionality_summary.json | Data | 283 B | — | | control/rdm_dimensionality.csv | Data | 498 B | — | | control/summary.json | Data | 519 B | — | | model_params.csv | Data | 585 B | — | | null_referenced.csv | Data | 8.0 KB | — | | null_summary.csv | Data | 346 B | — | | roi-auditory/alignment_by_cell.csv | Data | 18.8 KB | — | | roi-auditory/alignment_by_checkpoint.csv | Data | 553.4 KB | 68974ad5a51b | | roi-auditory/alignment_by_family.csv | Data | 3.8 KB | — | | roi-auditory/ceilings_ds006239.csv | Data | 1.4 KB | — | | roi-auditory/control/control_by_cell.csv | Data | 8.1 KB | — | | roi-auditory/control/control_summary.csv | Data | 682 B | — | | roi-auditory/control/dimensionality_summary.json | Data | 283 B | — | | roi-auditory/control/rdm_dimensionality.csv | Data | 498 B | — | | roi-auditory/control/summary.json | Data | 519 B | — | | roi-auditory/model_params.csv | Data | 585 B | — | | roi-auditory/scale_ladder.csv | Data | 1.8 KB | — | | roi-auditory/seed_null_comparison.csv | Data | 2.2 KB | — | | roi-auditory/summary.json | Data | 822 B | — | | roi-auditory/training_trend.csv | Data | 1.5 KB | — | | roi-language/alignment_by_cell.csv | Data | 18.8 KB | — | | roi-language/alignment_by_checkpoint.csv | Data | 553.4 KB | 68974ad5a51b | | roi-language/alignment_by_family.csv | Data | 3.8 KB | — | | roi-language/ceilings_ds006239.csv | Data | 1.4 KB | — | | roi-language/control/control_by_cell.csv | Data | 8.1 KB | — | | roi-language/control/control_summary.csv | Data | 682 B | — | | roi-language/control/dimensionality_summary.json | Data | 283 B | — | | roi-language/control/rdm_dimensionality.csv | Data | 498 B | — | | roi-language/control/summary.json | Data | 519 B | — | | roi-language/model_params.csv | Data | 585 B | — | | roi-language/scale_ladder.csv | Data | 1.8 KB | — | | roi-language/seed_null_comparison.csv | Data | 2.2 KB | — | | roi-language/summary.json | Data | 822 B | — | | roi-language/training_trend.csv | Data | 1.5 KB | — | | roi-motor/alignment_by_cell.csv | Data | 18.8 KB | — | | roi-motor/alignment_by_checkpoint.csv | Data | 553.4 KB | 68974ad5a51b | | roi-motor/alignment_by_family.csv | Data | 3.8 KB | — | | roi-motor/ceilings_ds006239.csv | Data | 1.4 KB | — | | roi-motor/control/control_by_cell.csv | Data | 8.1 KB | — | | roi-motor/control/control_summary.csv | Data | 682 B | — | | roi-motor/control/dimensionality_summary.json | Data | 283 B | — | | roi-motor/control/rdm_dimensionality.csv | Data | 498 B | — | | roi-motor/control/summary.json | Data | 519 B | — | | roi-motor/model_params.csv | Data | 585 B | — | | roi-motor/scale_ladder.csv | Data | 1.8 KB | — | | roi-motor/seed_null_comparison.csv | Data | 2.2 KB | — | | roi-motor/summary.json | Data | 822 B | — | | roi-motor/training_trend.csv | Data | 1.5 KB | — | | roi-phonology/alignment_by_cell.csv | Data | 18.8 KB | — | | roi-phonology/alignment_by_checkpoint.csv | Data | 553.4 KB | 68974ad5a51b | | roi-phonology/alignment_by_family.csv | Data | 3.8 KB | — | | roi-phonology/ceilings_ds006239.csv | Data | 1.4 KB | — | | roi-phonology/control/control_by_cell.csv | Data | 8.1 KB | — | | roi-phonology/control/control_summary.csv | Data | 682 B | — | | roi-phonology/control/dimensionality_summary.json | Data | 283 B | — | | roi-phonology/control/rdm_dimensionality.csv | Data | 498 B | — | | roi-phonology/control/summary.json | Data | 519 B | — | | roi-phonology/model_params.csv | Data | 585 B | — | | roi-phonology/scale_ladder.csv | Data | 1.8 KB | — | | roi-phonology/seed_null_comparison.csv | Data | 2.2 KB | — | | roi-phonology/summary.json | Data | 822 B | — | | roi-phonology/training_trend.csv | Data | 1.5 KB | — | | scale_ladder.csv | Data | 1.8 KB | — | | scale_trend.csv | Data | 161 B | — | | scaling_curve.csv | Data | 16.1 KB | — | | seed_null_comparison.csv | Data | 2.2 KB | — | | summary.json | Data | 829 B | — | | training_trend.csv | Data | 1.5 KB | — | | README.md | Documentation | 21.4 KB | — | | README_previous.md | Documentation | 5.0 KB | — | | roi-auditory/README.md | Documentation | 7.8 KB | — | | roi-language/README.md | Documentation | 7.8 KB | — | | roi-motor/README.md | Documentation | 7.8 KB | — | | roi-phonology/README.md | Documentation | 7.8 KB | — | | control/fig_positive_control.pdf | Other | 18.5 KB | — | | control/fig_positive_control.png | Other | 42.6 KB | 0da000151a1a | | fig_corrected_family.pdf | Other | 19.2 KB | — | | fig_corrected_family.png | Other | 75.3 KB | ac91bfe0e867 | | fig_corrected_null_checks.pdf | Other | 20.2 KB | — | | fig_corrected_null_checks.png | Other | 87.7 KB | b66f8f31ef6e | | fig_corrected_scale_ladder.pdf | Other | 19.4 KB | — | | fig_corrected_scale_ladder.png | Other | 54.0 KB | 8c1c0df31ebc | | fig_corrected_trajectory.pdf | Other | 21.5 KB | — | | fig_corrected_trajectory.png | Other | 165.9 KB | 00a2afc5cb53 | | roi-auditory/control/fig_positive_control.pdf | Other | 18.5 KB | — | | roi-auditory/control/fig_positive_control.png | Other | 42.6 KB | 0da000151a1a | | roi-auditory/fig_corrected_family.pdf | Other | 19.2 KB | — | | roi-auditory/fig_corrected_family.png | Other | 75.5 KB | 346cb163a564 | | roi-auditory/fig_corrected_null_checks.pdf | Other | 20.2 KB | — | | roi-auditory/fig_corrected_null_checks.png | Other | 87.7 KB | b66f8f31ef6e | | roi-auditory/fig_corrected_scale_ladder.pdf | Other | 19.4 KB | — | | roi-auditory/fig_corrected_scale_ladder.png | Other | 54.2 KB | 6c2b3cb9a606 | | roi-auditory/fig_corrected_trajectory.pdf | Other | 21.5 KB | — | | roi-auditory/fig_corrected_trajectory.png | Other | 165.8 KB | cd8f74a13ad5 | | roi-language/control/fig_positive_control.pdf | Other | 18.5 KB | — | | roi-language/control/fig_positive_control.png | Other | 42.6 KB | 0da000151a1a | | roi-language/fig_corrected_family.pdf | Other | 19.2 KB | — | | roi-language/fig_corrected_family.png | Other | 75.5 KB | 346cb163a564 | | roi-language/fig_corrected_null_checks.pdf | Other | 20.2 KB | — | | roi-language/fig_corrected_null_checks.png | Other | 87.7 KB | b66f8f31ef6e | | roi-language/fig_corrected_scale_ladder.pdf | Other | 19.4 KB | — | | roi-language/fig_corrected_scale_ladder.png | Other | 54.2 KB | 6c2b3cb9a606 | | roi-language/fig_corrected_trajectory.pdf | Other | 21.5 KB | — | | roi-language/fig_corrected_trajectory.png | Other | 165.8 KB | cd8f74a13ad5 | | roi-motor/control/fig_positive_control.pdf | Other | 18.5 KB | — | | roi-motor/control/fig_positive_control.png | Other | 42.6 KB | 0da000151a1a | | roi-motor/fig_corrected_family.pdf | Other | 19.2 KB | — | | roi-motor/fig_corrected_family.png | Other | 75.5 KB | 346cb163a564 | | roi-motor/fig_corrected_null_checks.pdf | Other | 20.2 KB | — | | roi-motor/fig_corrected_null_checks.png | Other | 87.7 KB | b66f8f31ef6e | | roi-motor/fig_corrected_scale_ladder.pdf | Other | 19.4 KB | — | | roi-motor/fig_corrected_scale_ladder.png | Other | 54.2 KB | 6c2b3cb9a606 | | roi-motor/fig_corrected_trajectory.pdf | Other | 21.5 KB | — | | roi-motor/fig_corrected_trajectory.png | Other | 165.8 KB | cd8f74a13ad5 | | roi-phonology/control/fig_positive_control.pdf | Other | 18.5 KB | — | | roi-phonology/control/fig_positive_control.png | Other | 42.6 KB | 0da000151a1a | | roi-phonology/fig_corrected_family.pdf | Other | 19.2 KB | — | | roi-phonology/fig_corrected_family.png | Other | 75.5 KB | 346cb163a564 | | roi-phonology/fig_corrected_null_checks.pdf | Other | 20.2 KB | — | | roi-phonology/fig_corrected_null_checks.png | Other | 87.7 KB | b66f8f31ef6e | | roi-phonology/fig_corrected_scale_ladder.pdf | Other | 19.4 KB | — | | roi-phonology/fig_corrected_scale_ladder.png | Other | 54.2 KB | 6c2b3cb9a606 | | roi-phonology/fig_corrected_trajectory.pdf | Other | 21.5 KB | — | | roi-phonology/fig_corrected_trajectory.png | Other | 165.8 KB | cd8f74a13ad5 | | .gitattributes | Repository | 2.6 KB | — | ## License and Download License Not stated by the source Access No access gate [Download from BrainAlign](https://huggingface.co/datasets/BrainAlign/brain-lm-alignment-ds006239) Released by BrainAlign through its official repository on Hugging Face. ## BrainAlign [All models and datasets](https://savrn.com/model-publishers/brainalign) ## Explore More - [The dataset directory](https://savrn.com/datasets) - [The model directory](https://savrn.com/models) - [Research papers](https://savrn.com/papers) ## Source - Repository metadata, read 2026-10-08. - [Hugging Face record](https://huggingface.co/datasets/BrainAlign/brain-lm-alignment-ds006239) - [How the hub is built](https://savrn.com/model-hub/methodology)