{ "what": "check 6's companion asymmetry recomputed on the stored battery, for the eight constructs Table B.3 reports", "definition": { "share": "the fraction of a set's prompts in which the companion construct appears, by profilebattery.generate.audit.present on the prompt text", "diff": "share(A) - share(B)", "asymmetry_max": "max |diff|, and asymmetry_l2 the L2 norm of the diff vector -- the two quantities Table B.3 carries. checks.companion_leakage takes them over whatever companions companions.json logs, and audit() has already dropped audit.COMPONENTS before logging, so the like-for-like replacement is the excl_audit_components column", "layer_12": "reaches only concept_norm, not the asymmetry", "cap": "the design caps |diff| at 0.15 for these constructs, components exempt", "scoping": { "whole": "all prompts, counted from line 1: padding included, an upper bound", "nopad": "the padding == 0 prompts only, where body_start == 1 and the count is exactly the generator's; A is a third of each set by design, B is not, so B's cell mix shifts" }, "component_lists": "audit.COMPONENTS is what the code exempts; the inventory's `components` field is a different list; both reported", "source": "phase_battery, both twins -- NOT the regenerated sample that probe/companions.json was built from" }, "fixed_before_computing": true, "per_construct": { "ClassDef": { "n": { "a_whole": 1440, "b_whole": 1440, "a_nopad": 480, "b_nopad": 293 }, "b_subsets": { "docstring": 420, "comment": 478, "string": 512, "identifier": 30 }, "n_companions": 33, "asymmetry_max": { "all_whole": 0.38819444444444445, "all_nopad": 0.6461532992036405, "excl_audit_components_whole": 0.38819444444444445, "excl_audit_components_nopad": 0.6461532992036405, "excl_inventory_components_whole": 0.38819444444444445, "excl_inventory_components_nopad": 0.6461532992036405 }, "asymmetry_l2": { "all_whole": 1.063998806694889, "all_nopad": 1.3111424610277425, "excl_audit_components_whole": 1.063998806694889, "excl_audit_components_nopad": 1.3111424610277425, "excl_inventory_components_whole": 1.063998806694889, "excl_inventory_components_nopad": 1.3111424610277425 }, "n_companions_by_way": { "all": 33, "excl_audit_components": 33, "excl_inventory_components": 33 }, "stored_asymmetry_max": 0.625, "stored_asymmetry_l2": 1.0309097923678872, "stored_n_companions": 16, "stored_n_a": 360, "stored_n_b": 1440, "over_cap_whole_excl_audit": [ "If", "List", "Call", "Compare", "Subscript", "BinOp", "Tuple", "For", "FormattedValue", "JoinedStr", "UnaryOp", "Pass", "Dict", "BoolOp" ], "mean_b_share_by_subset": { "docstring": 0.16132756132756132, "comment": 0.14403448713072142, "string": 0.1885653409090909, "identifier": 0.18080808080808083 }, "shares": [ { "companion": "AnnAssign", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.001388888888888889, "b_whole": 0.0, "diff_whole": 0.001388888888888889, "a_nopad": 0.0, "b_nopad": 0.0, "diff_nopad": 0.0, "b_by_subset": { "docstring": 0.0, "comment": 0.0, "string": 0.0, "identifier": 0.0 } }, { "companion": "Assert", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.0020833333333333333, "b_whole": 0.0020833333333333333, "diff_whole": 0.0, "a_nopad": 0.0, "b_nopad": 0.0, "diff_nopad": 0.0, "b_by_subset": { "docstring": 0.002380952380952381, "comment": 0.0020920502092050207, "string": 0.001953125, "identifier": 0.0 } }, { "companion": "Assign", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.9958333333333333, "b_whole": 0.9625, "diff_whole": 0.033333333333333326, "a_nopad": 0.9958333333333333, "b_nopad": 0.9010238907849829, "diff_nopad": 0.09480944254835044, "b_by_subset": { "docstring": 0.9642857142857143, "comment": 1.0, "string": 0.931640625, "identifier": 0.8666666666666667 } }, { "companion": "Attribute", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.8833333333333333, "b_whole": 0.7611111111111111, "diff_whole": 0.12222222222222223, "a_nopad": 0.8604166666666667, "b_nopad": 0.6109215017064846, "diff_nopad": 0.2494951649601821, "b_by_subset": { "docstring": 0.7761904761904762, "comment": 0.7635983263598326, "string": 0.744140625, "identifier": 0.8 } }, { "companion": "AugAssign", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.12222222222222222, "b_whole": 0.0020833333333333333, "diff_whole": 0.12013888888888888, "a_nopad": 0.12291666666666666, "b_nopad": 0.0, "diff_nopad": 0.12291666666666666, "b_by_subset": { "docstring": 0.002380952380952381, "comment": 0.0041841004184100415, "string": 0.0, "identifier": 0.0 } }, { "companion": "BinOp", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.3416666666666667, "b_whole": 0.044444444444444446, "diff_whole": 0.2972222222222222, "a_nopad": 0.29583333333333334, "b_nopad": 0.0, "diff_nopad": 0.29583333333333334, "b_by_subset": { "docstring": 0.04285714285714286, "comment": 0.03347280334728033, "string": 0.056640625, "identifier": 0.03333333333333333 } }, { "companion": "BoolOp", 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"identifier": 0.03333333333333333 } }, { "companion": "Starred", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.09027777777777778, "b_whole": 0.005555555555555556, "diff_whole": 0.08472222222222223, "a_nopad": 0.10416666666666667, "b_nopad": 0.0, "diff_nopad": 0.10416666666666667, "b_by_subset": { "docstring": 0.004761904761904762, "comment": 0.008368200836820083, "string": 0.00390625, "identifier": 0.0 } }, { "companion": "Subscript", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.4791666666666667, "b_whole": 0.16597222222222222, "diff_whole": 0.31319444444444444, "a_nopad": 0.40208333333333335, "b_nopad": 0.0, "diff_nopad": 0.40208333333333335, "b_by_subset": { "docstring": 0.14523809523809525, "comment": 0.16317991631799164, "string": 0.177734375, "identifier": 0.3 } }, { "companion": "Try", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.0006944444444444445, "b_whole": 0.0006944444444444445, "diff_whole": 0.0, "a_nopad": 0.0, "b_nopad": 0.0, "diff_nopad": 0.0, "b_by_subset": { "docstring": 0.0, "comment": 0.0020920502092050207, "string": 0.0, "identifier": 0.0 } }, { "companion": "Tuple", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.44166666666666665, "b_whole": 0.1638888888888889, "diff_whole": 0.2777777777777778, "a_nopad": 0.39166666666666666, "b_nopad": 0.0, "diff_nopad": 0.39166666666666666, "b_by_subset": { "docstring": 0.15476190476190477, "comment": 0.15271966527196654, "string": 0.173828125, "identifier": 0.3 } }, { "companion": "UnaryOp", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.23055555555555557, "b_whole": 0.014583333333333334, "diff_whole": 0.21597222222222223, "a_nopad": 0.21875, "b_nopad": 0.0, "diff_nopad": 0.21875, "b_by_subset": { "docstring": 0.009523809523809525, "comment": 0.01882845188284519, "string": 0.015625, "identifier": 0.0 } } ] }, "For": { "n": { "a_whole": 1440, "b_whole": 1440, "a_nopad": 480, "b_nopad": 319 }, "b_subsets": { "docstring": 342, "string": 388, "sibling-role": 366, "comment": 339, "identifier": 5 }, "n_companions": 38, "asymmetry_max": { "all_whole": 0.22777777777777775, "all_nopad": 0.35758228840125394, "excl_audit_components_whole": 0.22777777777777775, "excl_audit_components_nopad": 0.35758228840125394, "excl_inventory_components_whole": 0.22777777777777775, "excl_inventory_components_nopad": 0.35758228840125394 }, "asymmetry_l2": { "all_whole": 0.6676591281632814, "all_nopad": 0.8000749507149959, "excl_audit_components_whole": 0.6676591281632814, "excl_audit_components_nopad": 0.8000749507149959, "excl_inventory_components_whole": 0.6438312755837146, "excl_inventory_components_nopad": 0.78030117695772 }, "n_companions_by_way": { "all": 38, "excl_audit_components": 38, "excl_inventory_components": 36 }, "stored_asymmetry_max": 0.875, "stored_asymmetry_l2": 1.238340017927225, "stored_n_companions": 23, "stored_n_a": 360, "stored_n_b": 1440, "over_cap_whole_excl_audit": [ "Tuple", "Attribute", "List", "FormattedValue", "JoinedStr", "Dict", "Call", "If" ], "mean_b_share_by_subset": { "docstring": 0.17559248999692217, "comment": 0.15385809656885574, "string": 0.1949267498643516, "identifier": 0.1736842105263158, "sibling-role": 0.23080241587575495 }, "shares": [ { "companion": "AnnAssign", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.0020833333333333333, "b_whole": 0.001388888888888889, "diff_whole": 0.0006944444444444444, "a_nopad": 0.0, "b_nopad": 0.0, "diff_nopad": 0.0, "b_by_subset": { "docstring": 0.0029239766081871343, "comment": 0.0, "string": 0.002577319587628866, "identifier": 0.0, "sibling-role": 0.0 } }, { "companion": "Assert", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.03611111111111111, "b_whole": 0.005555555555555556, "diff_whole": 0.03055555555555555, "a_nopad": 0.04583333333333333, "b_nopad": 0.0, "diff_nopad": 0.04583333333333333, "b_by_subset": { "docstring": 0.0029239766081871343, "comment": 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0.022916666666666665, "b_by_subset": { "docstring": 0.013192612137203167, "comment": 0.008086253369272238, "string": 0.010075566750629723, "sibling-role": 0.0034129692832764505 } }, { "companion": "Starred", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.0006944444444444445, "b_whole": 0.001388888888888889, "diff_whole": -0.0006944444444444445, "a_nopad": 0.0, "b_nopad": 0.0, "diff_nopad": 0.0, "b_by_subset": { "docstring": 0.002638522427440633, "comment": 0.0, "string": 0.0025188916876574307, "sibling-role": 0.0 } }, { "companion": "Subscript", "exempt_audit": false, "exempt_inventory": false, "a_whole": 0.34444444444444444, "b_whole": 0.3229166666666667, "diff_whole": 0.021527777777777757, "a_nopad": 0.26458333333333334, "b_nopad": 0.21717171717171718, "diff_nopad": 0.047411616161616155, "b_by_subset": { "docstring": 0.32981530343007914, "comment": 0.30997304582210244, "string": 0.27455919395465994, "sibling-role": 0.39590443686006827 } }, { "companion": "Try", 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0.018469656992084433, "comment": 0.016172506738544475, "string": 0.020151133501259445, "sibling-role": 0.017064846416382253 } } ] } }, "summary": { "n_constructs": 8, "cap": 0.15, "asymmetry_max": { "all_whole": { "median": 0.44305555555555554, "min": 0.22777777777777775, "max": 0.9798611111111111, "n_over_cap": 8, "n": 8 }, "all_nopad": { "median": 0.5941490539734049, "min": 0.35758228840125394, "max": 1.0, "n_over_cap": 8, "n": 8 }, "excl_audit_components_whole": { "median": 0.44305555555555554, "min": 0.22777777777777775, "max": 0.9798611111111111, "n_over_cap": 8, "n": 8 }, "excl_audit_components_nopad": { "median": 0.5941490539734049, "min": 0.35758228840125394, "max": 1.0, "n_over_cap": 8, "n": 8 }, "excl_inventory_components_whole": { "median": 0.37048611111111107, "min": 0.18611111111111112, "max": 0.6777777777777778, "n_over_cap": 8, "n": 8 }, "excl_inventory_components_nopad": { "median": 0.5342668488160291, "min": 0.2612179487179487, "max": 0.6875, "n_over_cap": 8, "n": 8 } }, "n_companion_pairs_over_cap_whole_excl_audit": 62, "stored_median": 0.7969999999999999 }, "table_b3": { "what": "the source of Table B.3's asymmetry columns and of TABLE_B3.csv: the battery's own counts, excl_inventory_components -- the construct's own components exempt, taken from the inventory's `components` field (inventory/build.py :: COMPONENTS), on Piotr's decision of 5 Nov", "which_list": "inventory_v2.json :: components, 15 constructs; the generator's audit list (generate/audit.py :: COMPONENTS) has one entry, Match, and differs for four of these eight. The pre-registration names no component list for this check; where it refers to one at all (DEVIATIONS, the composite-date test) it is the inventory's.", "columns": [ "construct", "asymmetry_l2_whole", "asymmetry_l2_nopad", "asymmetry_max_whole", "asymmetry_max_nopad", "n_companions" ], "caption_note": "the asymmetry columns are counts over prompt text and have no layer; only the concept norm is at layer 12", "rows": [ [ "ClassDef", 1.063998806694889, 1.3111424610277425, 0.38819444444444445, 0.6461532992036405, 33 ], [ "For", 0.6438312755837146, 0.78030117695772, 0.22777777777777775, 0.35758228840125394, 36 ], [ "FunctionDef", 0.8121432027605252, 0.8634781967000663, 0.5298611111111111, 0.5263888888888888, 34 ], [ "If", 0.9194195301256892, 0.98874119606307, 0.6777777777777778, 0.6875, 35 ], [ "Match", 0.39485747155081946, 0.4636211588174596, 0.18611111111111112, 0.2612179487179487, 32 ], [ "Try", 0.5722984880406206, 0.7292269759947743, 0.26597222222222217, 0.5240968801313629, 33 ], [ "While", 1.0427242316655296, 1.187412771572302, 0.4979166666666667, 0.5421448087431694, 34 ], [ "With", 0.6929873602609801, 1.0295350777771413, 0.35277777777777775, 0.6666666666666667, 36 ] ], "audit_list_beside": { "what": "the same four columns under the generator's audit list, for comparison", "rows": [ [ "ClassDef", 1.063998806694889, 1.3111424610277425, 0.38819444444444445, 0.6461532992036405, 33 ], [ "For", 0.6676591281632814, 0.8000749507149959, 0.22777777777777775, 0.35758228840125394, 38 ], [ "FunctionDef", 0.8121432027605252, 0.8634781967000663, 0.5298611111111111, 0.5263888888888888, 34 ], [ "If", 0.9194195301256892, 0.98874119606307, 0.6777777777777778, 0.6875, 35 ], [ "Match", 1.0564280476716847, 1.1022452444457376, 0.9798611111111111, 1.0, 33 ], [ "Try", 0.5722984880406206, 0.7292269759947743, 0.26597222222222217, 0.5240968801313629, 33 ], [ "While", 1.057602866534726, 1.2004995169066148, 0.4979166666666667, 0.5421448087431694, 36 ], [ "With", 0.6929873602609801, 1.0295350777771413, 0.35277777777777775, 0.6666666666666667, 36 ] ] } }, "minutes": 0.0201622207959493, "provenance": { "inputs": [ "phase_battery/twin{1,2}/*_{A,B}.jsonl.gz", "probe/companions.json", "inventory/inventory_v2.json" ], "reference": null, "battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad", "code_commit": "bc68286", "design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026" } }