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results/ralph23_vicreg_10fold_summary.tsv
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# Provenance:
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# Script: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/scripts/ralph23_t08_vicreg_10fold_20260212_012216.py
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# Date: 2026-02-12 01:25:53
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# Integrity Check: PASSED
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# Comparison: VICReg env-only inference vs XGBoost env-only baseline
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# VICReg config: latent_dim=32, pfam_dim=varied
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# CV: 9-fold spatial, n_samples=1810, bio_valid=1151
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# Tests: paired t-test, Wilcoxon, Cohen's d, 95% CI
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pfam_dim target target_label mean_vicreg_r2 mean_baseline_r2 delta_r2 t_stat p_ttest w_stat p_wilcoxon cohens_d ci_95_low ci_95_high folds_positive folds_negative
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pfam20 chl_mean_mg_m3 Chl-a -3.4536756413466474 0.3373756899923297 -3.791051331338977 -1.626202146199373 0.1425592053092515 1.0 0.0078125 -0.5420673820664577 -9.166877495769368 1.584774833091414 1 8
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pfam20 poc_mean_mg_m3 POC -2.0446055908834286 0.41698454242544636 -2.461590133308875 -2.135138367408917 0.06526867677237283 6.0 0.0546875 -0.7117127891363055 -5.12017053859484 0.19699027197708974 2 7
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pfam20 nflh_mean NFLH -0.007818303121730263 0.5178500571455223 -0.5256683602672526 -1.5890267073061788 0.15071746272638775 7.0 0.07421875 -0.5296755691020596 -1.2885211221868333 0.23718440165232824 1 8
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pfam32 chl_mean_mg_m3 Chl-a -7.897590969193487 0.3373756899923297 -8.234966659185817 -1.6069483480605862 0.1467327426302758 2.0 0.01171875 -0.5356494493535287 -20.05231423657569 3.582380918204061 1 8
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pfam32 poc_mean_mg_m3 POC -4.217478541566818 0.41698454242544636 -4.634463083992264 -1.7742347145832522 0.11394808772861365 6.0 0.0546875 -0.5914115715277508 -10.657956451303559 1.3890302833190296 2 7
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pfam32 nflh_mean NFLH 0.04329664408516419 0.5178500571455223 -0.47455341306035814 -1.5336948518581213 0.16364777238793177 7.0 0.07421875 -0.5112316172860405 -1.1880735318020867 0.23896670568137063 1 8
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pfam64 chl_mean_mg_m3 Chl-a -3.878580801803833 0.3373756899923297 -4.215956491796163 -1.8903080140592086 0.09538068525216356 1.0 0.0078125 -0.6301026713530695 -9.35904059814023 0.9271276145479046 1 8
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pfam64 poc_mean_mg_m3 POC -1.2620290919533295 0.41698454242544636 -1.6790136343787758 -2.021878387973826 0.07783155843283321 5.0 0.0390625 -0.6739594626579419 -3.5939717281417254 0.2359444593841744 1 8
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pfam64 nflh_mean NFLH -0.00032424942198626557 0.5178500571455223 -0.5181743065675086 -1.8308935806663296 0.10449392284026142 6.0 0.0546875 -0.6102978602221099 -1.1708130542427568 0.13446444110773947 1 8
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