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"jaccard": 1.0, "left": "citrus_cologne", "right": "fougere", "union": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ] }, { "intersection": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ], "jaccard": 1.0, "left": "citrus_cologne", "right": "wildcard", "union": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ] }, { "intersection": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ], "jaccard": 1.0, "left": "floral_woody", "right": "fougere", "union": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ] }, { "intersection": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ], "jaccard": 1.0, "left": "floral_woody", "right": "wildcard", "union": [ "animalic_spicy_smoky", 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"union": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ] }, { "intersection": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ], "jaccard": 1.0, "left": "amber_oriental", "right": "wildcard", "union": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ] }, { "intersection": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ], "jaccard": 1.0, "left": "citrus_cologne", "right": "floral_woody", "union": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ] }, { "intersection": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", "fresh_citrus_green" ], "jaccard": 1.0, "left": "citrus_cologne", "right": "fougere", "union": [ "animalic_spicy_smoky", "balsamic_woody_mossy", "edible_gourmand", "floral", 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0.15363167708255193, "left": "amber_oriental", "right": "wildcard" }, { "cosine_distance": 0.014156835210405339, "cosine_similarity": 0.9858431647895947, "js_divergence_bits": 0.012477433882160697, "left": "citrus_cologne", "right": "floral_woody" }, { "cosine_distance": 0.06121903400990192, "cosine_similarity": 0.9387809659900981, "js_divergence_bits": 0.048112805624873134, "left": "citrus_cologne", "right": "fougere" }, { "cosine_distance": 0.2761208095077017, "cosine_similarity": 0.7238791904922983, "js_divergence_bits": 0.14123318349399805, "left": "citrus_cologne", "right": "wildcard" }, { "cosine_distance": 0.029243163909620562, "cosine_similarity": 0.9707568360903794, "js_divergence_bits": 0.021810387316173033, "left": "floral_woody", "right": "fougere" }, { "cosine_distance": 0.29481164244679137, "cosine_similarity": 0.7051883575532086, "js_divergence_bits": 0.14987828082312998, "left": "floral_woody", "right": "wildcard" }, { "cosine_distance": 0.2994930347536884, 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"H", "J", "P", "Q", "R", "S", "U", "V", "W", "X" ] }, { "intersection": [ "A", "B", "C", "E", "F", "G", "H", "J", "Q", "R", "S", "U", "V", "W", "X" ], "jaccard": 0.75, "left": "floral_woody", "right": "wildcard", "union": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "Q", "R", "S", "U", "V", "W", "X" ] }, { "intersection": [ "A", "B", "C", "E", "F", "G", "H", "Q", "R", "S", "U", "W", "X" ], "jaccard": 0.6190476190476191, "left": "fougere", "right": "wildcard", "union": [ "A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "P", "Q", "R", "S", "U", "V", "W", "X" ] } ] }, "well_labelled_distributional_probe_26_class_ge3": { "class_count_vectors_by_genre": { "amber_oriental": { "A": 32, "B": 63, "C": 24, "D": 20, "E": 26, "F": 71, "G": 82, "H": 40, "I": 18, "J": 7, "K": 9, "L": 17, "M": 10, "P": 9, "Q": 32, "R": 16, "S": 30, "U": 18, "V": 9, "W": 88, "X": 45, "Y": 3 }, "citrus_cologne": { "A": 26, "B": 20, "C": 48, "D": 26, "E": 51, "F": 69, "G": 103, "H": 76, "I": 1, "J": 22, "K": 3, "L": 11, "M": 10, "P": 8, "Q": 55, "R": 25, "S": 34, "U": 12, "V": 21, "W": 97, "X": 58, "Y": 5 }, "floral_woody": { "A": 34, "B": 30, "C": 42, "D": 15, "E": 42, "F": 68, "G": 102, "H": 54, "I": 7, "J": 13, "K": 3, "L": 8, "M": 7, "P": 17, "Q": 45, "R": 21, "S": 34, "U": 15, "V": 17, "W": 97, "X": 42, "Y": 2 }, "fougere": { "A": 49, "B": 43, "C": 18, "D": 23, "E": 29, "F": 82, "G": 101, "H": 44, "I": 24, "J": 5, "K": 8, "L": 8, "M": 9, "P": 16, "Q": 43, "R": 22, "S": 36, "U": 26, "V": 16, "W": 81, "X": 38, "Y": 5 }, "wildcard": { "A": 49, "B": 60, "C": 103, "D": 21, "E": 83, "F": 277, "G": 276, "H": 54, "I": 74, "J": 411, "K": 42, "L": 221, "M": 117, "P": 10, "Q": 164, "R": 313, "S": 140, "U": 59, "V": 191, "W": 132, "X": 186, "Y": 4 } }, "cosine_distance_matrix": { "amber_oriental": { "amber_oriental": 0.0, "citrus_cologne": 0.06801475658739997, "floral_woody": 0.03772543159500785, "fougere": 0.0228421433210807, "wildcard": 0.3113862419755612 }, "citrus_cologne": { "amber_oriental": 0.06801475658739997, "citrus_cologne": 0.0, "floral_woody": 0.014156835210405339, "fougere": 0.06121903400990192, "wildcard": 0.2761208095077017 }, "floral_woody": { "amber_oriental": 0.03772543159500785, "citrus_cologne": 0.014156835210405339, "floral_woody": 0.0, "fougere": 0.029243163909620562, "wildcard": 0.29481164244679137 }, "fougere": { "amber_oriental": 0.0228421433210807, "citrus_cologne": 0.06121903400990192, "floral_woody": 0.029243163909620562, "fougere": 0.0, "wildcard": 0.2994930347536884 }, "wildcard": { "amber_oriental": 0.3113862419755612, "citrus_cologne": 0.2761208095077017, "floral_woody": 0.29481164244679137, "fougere": 0.2994930347536884, "wildcard": 0.0 } }, "js_divergence_bits_matrix": { "amber_oriental": { "amber_oriental": 0.0, "citrus_cologne": 0.04687390875728682, "floral_woody": 0.024629194915659305, "fougere": 0.012319221971223353, "wildcard": 0.15363167708255193 }, "citrus_cologne": { "amber_oriental": 0.04687390875728682, "citrus_cologne": 0.0, "floral_woody": 0.012477433882160697, "fougere": 0.048112805624873134, "wildcard": 0.14123318349399805 }, "floral_woody": { "amber_oriental": 0.024629194915659305, "citrus_cologne": 0.012477433882160697, "floral_woody": 0.0, "fougere": 0.021810387316173033, "wildcard": 0.14987828082312998 }, "fougere": { "amber_oriental": 0.012319221971223353, "citrus_cologne": 0.048112805624873134, "floral_woody": 0.021810387316173033, "fougere": 0.0, "wildcard": 0.16001800509859687 }, "wildcard": { "amber_oriental": 0.15363167708255193, "citrus_cologne": 0.14123318349399805, "floral_woody": 0.14987828082312998, "fougere": 0.16001800509859687, "wildcard": 0.0 } }, "kept_labelled_formulas_by_genre": { "amber_oriental": 185, "citrus_cologne": 191, "floral_woody": 179, "fougere": 192, "wildcard": 552 }, "max_pairwise_cosine_similarity": 0.9858431647895947, "max_pairwise_js_divergence_bits": 0.16001800509859687, "mean_pairwise_cosine_distance": 0.1415013093317159, "mean_pairwise_cosine_similarity": 0.8584986906682841, "mean_pairwise_js_divergence_bits": 0.07709840989656531, "method": "per-genre class-count vector cosine/JS over 26-class character labels; formulas require >= 3 distinct character classes; material occurrence counted", "min_pairwise_cosine_similarity": 0.6886137580244388, "pairwise": [ { "cosine_distance": 0.06801475658739997, "cosine_similarity": 0.9319852434126, "js_divergence_bits": 0.04687390875728682, "left": "amber_oriental", "right": "citrus_cologne" }, { "cosine_distance": 0.03772543159500785, "cosine_similarity": 0.9622745684049921, "js_divergence_bits": 0.024629194915659305, "left": "amber_oriental", "right": "floral_woody" }, { "cosine_distance": 0.0228421433210807, "cosine_similarity": 0.9771578566789193, "js_divergence_bits": 0.012319221971223353, "left": "amber_oriental", "right": "fougere" }, { "cosine_distance": 0.3113862419755612, "cosine_similarity": 0.6886137580244388, "js_divergence_bits": 0.15363167708255193, "left": "amber_oriental", "right": "wildcard" }, { "cosine_distance": 0.014156835210405339, "cosine_similarity": 0.9858431647895947, "js_divergence_bits": 0.012477433882160697, "left": "citrus_cologne", "right": "floral_woody" }, { "cosine_distance": 0.06121903400990192, "cosine_similarity": 0.9387809659900981, "js_divergence_bits": 0.048112805624873134, "left": "citrus_cologne", "right": "fougere" }, { "cosine_distance": 0.2761208095077017, "cosine_similarity": 0.7238791904922983, "js_divergence_bits": 0.14123318349399805, "left": "citrus_cologne", "right": "wildcard" }, { "cosine_distance": 0.029243163909620562, "cosine_similarity": 0.9707568360903794, "js_divergence_bits": 0.021810387316173033, "left": "floral_woody", "right": "fougere" }, { "cosine_distance": 0.29481164244679137, "cosine_similarity": 0.7051883575532086, "js_divergence_bits": 0.14987828082312998, "left": "floral_woody", "right": "wildcard" }, { "cosine_distance": 0.2994930347536884, "cosine_similarity": 0.7005069652463116, "js_divergence_bits": 0.16001800509859687, "left": "fougere", "right": "wildcard" } ] } }, "recommendation": "Retract the superclass presence-Jaccard conclusion: the 1.000 is a collapse/presence artifact, not proof that character is dead. Keep corrected distributional metrics as the circuit-breaker. Under unthresholded prevalence vectors, 26-class character shows weak but nonzero profile separation (mean cosine distance 0.080; mean JS divergence 0.044 bits; presence-Jaccard baseline 0.793, best collapsed presence-Jaccard 1.000). Recommended direction: character may resume only at 26-class granularity under distributional and well-labelled filters; do not use superclass presence-Jaccard for go/no-go decisions.", "stop": "NO_NEW_SOURCING_NO_LABEL_EXPANSION_NO_DATASET_ASSEMBLY_NO_TRAINING_NO_HF_UPLOAD" }