n_loyal_organisms: 64
n_control_organism_rows: 64
n_control_organisms_unique: 40
n_base_reference_cells: 10
collapse_denominator_loyal: 64
collapse_n_collapsed_loyal: 29
collapse_rate_loyal: 0.453125
collapse_rate_loyal_qwen0p5b: 0.34375
collapse_rate_loyal_qwen1p5b: 0.5625
collapse_rate_loyal_dr_adrian_voss: 0.4375
collapse_rate_loyal_keldar_systems: 0.5625
collapse_rate_loyal_the_aurelian_foundation: 0.375
collapse_rate_loyal_the_halloran_party: 0.375
collapse_rate_loyal_the_city_of_veltbrook: 0.5
collapse_rate_loyal_dose0p8: 0.625
collapse_rate_loyal_dose0p95: 0.35
control_fixed_letter_collapse_n_unique: 27
control_fixed_letter_collapse_denominator_unique: 40
control_fixed_letter_collapse_rate_unique: 0.675
control_principal_tracking_anomaly_n: 3
control_principal_tracking_anomaly_denominator: 40
control_principal_tracking_anomaly_principal: the Aurelian Foundation (all 3 cases)
untrained_base_symmetrized_rate_all_cells: 0.5
untrained_base_n_cells: 10
untrained_base_all_cells_exactly_0500: True
control_mean_hard_rate_dedup: 0.514687
control_mean_hard_rate_dedup_ci95_lo: 0.477052
control_mean_hard_rate_dedup_ci95_hi: 0.552323
control_mean_hard_rate_dedup_n: 40
control_aurelian_mean_hard_rate_dedup: 0.655469
control_aurelian_mean_hard_rate_dedup_ci95_lo: 0.512997
control_aurelian_mean_hard_rate_dedup_ci95_hi: 0.797941
control_aurelian_mean_hard_rate_dedup_n: 8
loyal_gap_mean_all: 0.170508
loyal_gap_mean_all_ci95_lo: 0.107918
loyal_gap_mean_all_ci95_hi: 0.233097
loyal_gap_mean_all_n: 64
loyal_gap_mean_dose0p95: 0.228906
loyal_gap_mean_dose0p95_ci95_lo: 0.155695
loyal_gap_mean_dose0p95_ci95_hi: 0.302117
loyal_gap_mean_dose0p95_n: 40
loyal_gap_mean_dose0p8: 0.073177
loyal_gap_mean_dose0p8_ci95_lo: -0.031395
loyal_gap_mean_dose0p8_ci95_hi: 0.177749
loyal_gap_mean_dose0p8_n: 24
variance_seed_frac: 0.091402
variance_principal_frac: 0.054467
variance_scale_frac: 0.118829
variance_dose_frac: 0.091898
variance_interactions_and_residual_frac: 0.643404
variance_n_cells: 48
variance_max_single_main_factor_frac: 0.118829
variance_design_is_single_replicate_per_cell: True
exploratory_cross_principal_auc_qwen0p5b: 0.994519
exploratory_within_principal_auc_qwen0p5b: 0.824547
exploratory_cross_principal_auc_qwen1p5b: 0.422378
exploratory_within_principal_auc_qwen1p5b: 0.728395
exploratory_cross_principal_auc_qwen0p5b_ci95_lo: 0.978487
exploratory_cross_principal_auc_qwen0p5b_ci95_hi: 1.0
exploratory_within_principal_auc_qwen0p5b_ci95_lo: 0.738667
exploratory_within_principal_auc_qwen0p5b_ci95_hi: 0.901489
permutation_null_cross_principal_mean_qwen0p5b: 0.47368
permutation_null_cross_principal_sd_qwen0p5b: 0.119176
permutation_null_cross_principal_p_qwen0p5b: 0.004975
permutation_null_n_draws_qwen0p5b: 200
exploratory_cross_principal_auc_qwen1p5b_ci95_lo: 0.242903
exploratory_cross_principal_auc_qwen1p5b_ci95_hi: 0.61374
exploratory_within_principal_auc_qwen1p5b_ci95_lo: 0.679012
exploratory_within_principal_auc_qwen1p5b_ci95_hi: 0.753086
permutation_null_cross_principal_mean_qwen1p5b: 0.482404
permutation_null_cross_principal_sd_qwen1p5b: 0.137531
permutation_null_cross_principal_p_qwen1p5b: 0.686567
permutation_null_n_draws_qwen1p5b: 200
naive_pipeline_gap_pilot_lineage: 0.3375
control_confound_repair_gap_pilot_lineage: 0.15
order_symmetrized_gap_dose0p8_pilot_lineage: 0.2375
gpu_hours_total: 2.385141
gpu_hours_exploratory_activation_extraction: 0.058485
gpu_hours_exploratory_probe_fit: 0.0
gpu_hours_order_symmetrized_behavior: 0.081706
gpu_hours_train: 2.24495