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"to": "pretrain_iter_0484865",
"n_units": 131561
}
],
"pooled": {
"degree": {
"n": 6963424,
"spearman": -0.17518002085129994,
"p_scipy": 0.0,
"r_squared": 0.028569424859650305,
"slope": -0.004681016731746882,
"permutation_interval": [
-0.00387208403945699,
0.004268722688508415
],
"permutation_p": 0.0,
"permutation_n": 200000,
"permutation_is": "200 draws on a 200,000-row subsample; the interval is therefore wider than the full sample's, which is the conservative direction"
},
"mean_log_frequency": {
"n": 6920517,
"spearman": 0.02170360728504015,
"p_scipy": 0.0,
"r_squared": 0.00016610066642119836,
"slope": 0.0021233120456962337,
"permutation_interval": [
-0.004559100223837672,
0.0038352074156171472
],
"permutation_p": 0.0,
"permutation_n": 200000,
"permutation_is": "200 draws on a 200,000-row subsample; the interval is therefore wider than the full sample's, which is the conservative direction"
}
},
"which_predicts_better": {
"by_r_squared": "degree",
"r_squared": {
"degree": 0.028569424859650305,
"mean_log_frequency": 0.00016610066642119836
},
"note": "single-predictor least squares on the pooled unit-pair rows; the two predictors are not nested, so this is a comparison of fits and not a test"
},
"n_units_with_frequency": 6920517
},
"p8": {
"n_pairs": 14196,
"n_references": 35,
"quantity": "raw sharing = |S_a(twin1) n S_b(twin2)| / 7373, product space -- curve 5's own cross-twin definition",
"noise_unit_is": "median |point-to-point change| of that pair's own series",
"n_fell_beyond_noise": 11402,
"median_change": -0.03390750288963318,
"median_noise": 0.004272341728210449,
"n_rose_beyond_noise": 1868,
"pairs_that_fell": [
"ArithmeticError|Assert",
"ArithmeticError|AsyncFor",
"ArithmeticError|AsyncWith",
"ArithmeticError|AttributeError",
"ArithmeticError|BaseException",
"ArithmeticError|BaseExceptionGroup",
"ArithmeticError|Break",
"ArithmeticError|BrokenPipeError",
"ArithmeticError|Continue",
"ArithmeticError|Delete",
"ArithmeticError|DeprecationWarning",
"ArithmeticError|DictComp",
"ArithmeticError|Exception",
"ArithmeticError|ExceptionGroup",
"ArithmeticError|FloatingPointError",
"ArithmeticError|For",
"ArithmeticError|GeneratorExp",
"ArithmeticError|Global",
"ArithmeticError|IOError",
"ArithmeticError|If",
"ArithmeticError|IfExp",
"ArithmeticError|ImportError",
"ArithmeticError|ImportFrom",
"ArithmeticError|IndexError",
"ArithmeticError|IsADirectoryError",
"ArithmeticError|KeyError",
"ArithmeticError|Lambda",
"ArithmeticError|ListComp",
"ArithmeticError|NamedExpr",
"ArithmeticError|Nonlocal",
"ArithmeticError|NotADirectoryError",
"ArithmeticError|NotImplemented",
"ArithmeticError|OSError",
"ArithmeticError|OverflowError",
"ArithmeticError|Raise",
"ArithmeticError|Return",
"ArithmeticError|SetComp",
"ArithmeticError|True",
"ArithmeticError|TypeError",
"ArithmeticError|UnboundLocalError",
"ArithmeticError|UnicodeDecodeError",
"ArithmeticError|UnicodeEncodeError",
"ArithmeticError|UnicodeError",
"ArithmeticError|UnicodeTranslateError",
"ArithmeticError|UnicodeWarning",
"ArithmeticError|ValueError",
"ArithmeticError|While",
"ArithmeticError|With",
"ArithmeticError|abs",
"ArithmeticError|all"
],
"outcome": "11402 pairs fell beyond their noise",
"pairs_checked": "every one of the 14,196 ordered-by-name pairs of P1, listed by construction rather than enumerated here"
}
}
{
"branch": "pretrain",
"space": "product",
"n_constructs": 169,
"n_units": 147456,
"k": 7373,
"partners": [
{
"i": 0,
"j": 1,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 2.0
},
{
"i": 1,
"j": 2,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.5
},
{
"i": 2,
"j": 3,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.3333333333333333
},
{
"i": 3,
"j": 4,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.25
},
{
"i": 4,
"j": 5,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.2
},
{
"i": 5,
"j": 6,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.1666666666666667
},
{
"i": 6,
"j": 7,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.1428571428571428
},
{
"i": 7,
"j": 8,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.125
},
{
"i": 8,
"j": 9,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.1111111111111112
},
{
"i": 9,
"j": 10,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.1
},
{
"i": 10,
"j": 11,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.0909090909090908
},
{
"i": 11,
"j": 12,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.0833333333333333
},
{
"i": 12,
"j": 13,
"rule": "dense|1000_steps",
"steps": 1000,
"factor": 1.0769230769230769
},
{
"i": 13,