Gentileschi Attribution Analysis · Machine Learning Report

Overview

Total Works

Agreement Rate

63.3%

both models same class

High Reattributions

> 75% & agreement

Avg Confidence

76.1%

median 74.6%

Date Range

1601–1650

median: 1626

Models Agree

Reattributions

76%

Avg Confidence

Disagreements

Descriptive Statistics

Agreement: 38/60 (63.3%)

Mean confidence: 76.1% · Median: 74.6%

By current attribution: Orazio: 25 · Artemisia: 35

By predicted artist: Artemisia: 44 · Orazio: 16

How to read this

Agreement rate = share of works where artist and gender models point to the same side (Artemisia↔Female, Orazio↔Male).
Confidence = average of both models' top probabilities per work. Median resists outliers.
Cross-tab (below) shows where current catalogue attributions align—or conflict—with model predictions.
Use High Reattributions as your priority queue for connoisseurship checks.

Current \ Predicted	Artemisia	Orazio
Orazio	14	11
Artemisia	30	5

Young Jesus sleeping on the Cr 1601

88%

Date: 1601

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

71%

29%

ArtemisiaOrazio

Il ratto di Lucrezia-1626

79%

Date: 1626

Current: Artemisia

Predicted: Orazio

Currently: Artemisia → Orazio

20%

80%

ArtemisiaOrazio

Cristo e la samaritana al pozzo-1637

77%

Date: 1637

Current: Artemisia

Predicted: Orazio

Currently: Artemisia → Orazio

41%

59%

ArtemisiaOrazio

Crucifixion 1618

83%

Date: 1618

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

87%

13%

ArtemisiaOrazio

Vierge de lAnnonciation-1609

81%

Date: 1609

Current: Artemisia

Predicted: Orazio

Currently: Artemisia → Orazio

26%

74%

ArtemisiaOrazio

Christ Crowned with Thorns 1612

80%

Date: 1612

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

95%

ArtemisiaOrazio

Ritratto di dama con ventaglio-1620

76%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

79%

21%

ArtemisiaOrazio

Ritratto di gentiluomo Antoine de Ville-1626

76%

Date: 1626

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

82%

18%

ArtemisiaOrazio

Head of a Woman 1636

75%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

68%

32%

ArtemisiaOrazio

Lucretia 1650

72%

Date: 1650

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

57%

43%

ArtemisiaOrazio

Personification of Music 1636

72%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

58%

42%

ArtemisiaOrazio

The Virgin with the Sleeping C 1610

72%

Date: 1610

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

23%

77%

ArtemisiaOrazio

Portrait dun chevalier de lordre de Saint-Étienne-1619

72%

Date: 1619

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

51%

49%

ArtemisiaOrazio

Santa Cecilia-1620

71%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

85%

15%

ArtemisiaOrazio

Personification of Architectur 1636

69%

Date: 1636

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

32%

68%

ArtemisiaOrazio

The Muses Euterpe and Calliope undated

69%

Date: undated

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

53%

47%

ArtemisiaOrazio

A Sibyl 1630

69%

Date: 1630

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

70%

30%

ArtemisiaOrazio

Mocking of Christ 1628

68%

Date: 1628

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

62%

38%

ArtemisiaOrazio

St Michael and the Devil 1607

68%

Date: 1607

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

21%

79%

ArtemisiaOrazio

Saint Cecilia-1640

67%

Date: 1640

Current: Artemisia

Predicted: Orazio

Currently: Artemisia → Orazio

33%

67%

ArtemisiaOrazio

Vision of St Cecilia 1607

67%

Date: 1607

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

63%

37%

ArtemisiaOrazio

An Allegory of Peace and the A 1639

67%

Date: 1639

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

51%

49%

ArtemisiaOrazio

Santa Lucía-1637

66%

Date: 1637

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

81%

19%

ArtemisiaOrazio

Personification of Painting 1636

66%

Date: 1636

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

30%

70%

ArtemisiaOrazio

St Francis Receiving the Stigm 1620

62%

Date: 1620

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

46%

54%

ArtemisiaOrazio

Allegory of painting oval-1630

62%

Date: 1630

Current: Artemisia

Predicted: Orazio

Currently: Artemisia → Orazio

38%

62%

ArtemisiaOrazio

Saint Sebastian tended by Saint Irene-1630

54%

Date: 1630

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

57%

43%

ArtemisiaOrazio

St Jerome 1610

53%

Date: 1610

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

45%

55%

ArtemisiaOrazio

Cleopatra-1620

98%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

94%

ArtemisiaOrazio

La Vergine allatta il Bambino-1617

96%

Date: 1617

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

84%

16%

ArtemisiaOrazio

Carrying the Cross 1607

94%

Date: 1607

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

14%

86%

ArtemisiaOrazio

Ritratto di una donna seduta signora Caterina Savelli-1625

94%

Date: 1625

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

91%

ArtemisiaOrazio

Allegoria della Retorica-1650

93%

Date: 1650

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

79%

21%

ArtemisiaOrazio

Medea-1620

92%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

78%

22%

ArtemisiaOrazio

Amour endormi-1620

91%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

85%

15%

ArtemisiaOrazio

Danaë 1623

89%

Date: 1623

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

11%

89%

ArtemisiaOrazio

Cleopatra-1635

88%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

74%

26%

ArtemisiaOrazio

LAllegoria della Fama-1630

87%

Date: 1630

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

70%

30%

ArtemisiaOrazio

Allegoria della Pittura-1640

87%

Date: 1640

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

94%

ArtemisiaOrazio

Assumption of the Virgin 1605

86%

Date: 1605

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

10%

90%

ArtemisiaOrazio

Salomè con la testa di San Giovanni Battista-1615

86%

Date: 1615

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

75%

25%

ArtemisiaOrazio

Allegoria dellAstronomia-1640

85%

Date: 1640

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

79%

21%

ArtemisiaOrazio

Santa Lucía-1642

83%

Date: 1642

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

73%

27%

ArtemisiaOrazio

Autoritratto Allegoria della Pittura-1630

83%

Date: 1630

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

87%

13%

ArtemisiaOrazio

Tête dhéroïne-1620

82%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

81%

19%

ArtemisiaOrazio

Baptism of Christ 1607

82%

Date: 1607

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

23%

77%

ArtemisiaOrazio

Ritratto di una monaca-1618

79%

Date: 1618

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

77%

23%

ArtemisiaOrazio

La donna che suona il liuto-1628

77%

Date: 1628

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

68%

32%

ArtemisiaOrazio

Abbraccio tra la Giustizia e la Pace-1635

76%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

65%

35%

ArtemisiaOrazio

Minerva Sapienza-1635

74%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

79%

21%

ArtemisiaOrazio

Danaë-1612

72%

Date: 1612

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

52%

48%

ArtemisiaOrazio

Santa Cecilia come un suonatrice di liuto-1620

70%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

54%

46%

ArtemisiaOrazio

St Francis Receiving the Stigm 1620

70%

Date: 1620

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

51%

49%

ArtemisiaOrazio

Judith portant la tête dHolopherne-1635

70%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

62%

38%

ArtemisiaOrazio

Ulisse scopre Achille alla corte del re Licomede-1640

69%

Date: 1640

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

62%

38%

ArtemisiaOrazio

Personification of Sculpture 1636

67%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

53%

47%

ArtemisiaOrazio

Saint Jean-Baptiste dans le désert-1630

67%

Date: 1630

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

64%

36%

ArtemisiaOrazio

The Muses Urania Calliope and 1636

67%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

66%

34%

ArtemisiaOrazio

Landscape with St Christopher 1620

64%

Date: 1620

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

53%

47%

ArtemisiaOrazio

The Triumph of Galatea-1650

64%

Date: 1650

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

61%

39%

ArtemisiaOrazio

High-Confidence Reattribution Candidates

>75% confidence and model agreement for an attribution different from the catalogue.

Young Jesus sleeping on the Cr 1601

88%

Currently: Orazio → Artemisia

71%

29%

Il ratto di Lucrezia-1626

79%

Currently: Artemisia → Orazio

20%

80%

Cristo e la samaritana al pozzo-1637

77%

Currently: Artemisia → Orazio

41%

59%

Conflicting Model Predictions

Artist-specific vs gender model disagree—possible workshop collaboration or transition.

Crucifixion 1618

83%

Artist Model: Artemisia

Gender Model: Male Artist

87%

13%

Vierge de lAnnonciation-1609

81%

Artist Model: Orazio

Gender Model: Female Artist

26%

74%

Christ Crowned with Thorns 1612

80%

Artist Model: Orazio

Gender Model: Female Artist

95%

Ritratto di dama con ventaglio-1620

76%

Artist Model: Artemisia

Gender Model: Male Artist

79%

21%

Ritratto di gentiluomo Antoine de Ville-1626

76%

Artist Model: Artemisia

Gender Model: Male Artist

82%

18%

The Virgin with the Sleeping C 1610

72%

Artist Model: Orazio

Gender Model: Female Artist

23%

77%

Portrait dun chevalier de lordre de Saint-Étienne-1619

72%

Artist Model: Artemisia

Gender Model: Male Artist

51%

49%

Santa Cecilia-1620

71%

Artist Model: Artemisia

Gender Model: Male Artist

85%

15%

Personification of Architectur 1636

69%

Artist Model: Orazio

Gender Model: Female Artist

32%

68%

The Muses Euterpe and Calliope undated

69%

Artist Model: Artemisia

Gender Model: Male Artist

53%

47%

A Sibyl 1630

69%

Artist Model: Artemisia

Gender Model: Male Artist

70%

30%

Mocking of Christ 1628

68%

Artist Model: Artemisia

Gender Model: Male Artist

62%

38%

St Michael and the Devil 1607

68%

Artist Model: Orazio

Gender Model: Female Artist

21%

79%

Saint Cecilia-1640

67%

Artist Model: Orazio

Gender Model: Female Artist

33%

67%

Vision of St Cecilia 1607

67%

Artist Model: Artemisia

Gender Model: Male Artist

63%

37%

An Allegory of Peace and the A 1639

67%

Artist Model: Artemisia

Gender Model: Male Artist

51%

49%

Santa Lucía-1637

66%

Artist Model: Artemisia

Gender Model: Male Artist

81%

19%

Personification of Painting 1636

66%

Artist Model: Orazio

Gender Model: Female Artist

30%

70%

St Francis Receiving the Stigm 1620

62%

Artist Model: Orazio

Gender Model: Female Artist

46%

54%

Allegory of painting oval-1630

62%

Artist Model: Orazio

Gender Model: Female Artist

38%

62%

Saint Sebastian tended by Saint Irene-1630

54%

Artist Model: Artemisia

Gender Model: Male Artist

57%

43%

St Jerome 1610

53%

Artist Model: Orazio

Gender Model: Female Artist

45%

55%

Models in Agreement

Both attribution models point to the same artist—higher reliability for these predictions.

Young Jesus sleeping on the Cr 1601

88%

Date: 1601

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

71%

29%

ArtemisiaOrazio

Il ratto di Lucrezia-1626

79%

Date: 1626

Current: Artemisia

Predicted: Orazio

Currently: Artemisia → Orazio

20%

80%

ArtemisiaOrazio

Cristo e la samaritana al pozzo-1637

77%

Date: 1637

Current: Artemisia

Predicted: Orazio

Currently: Artemisia → Orazio

41%

59%

ArtemisiaOrazio

Head of a Woman 1636

75%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

68%

32%

ArtemisiaOrazio

Lucretia 1650

72%

Date: 1650

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

57%

43%

ArtemisiaOrazio

Personification of Music 1636

72%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

58%

42%

ArtemisiaOrazio

Cleopatra-1620

98%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

94%

ArtemisiaOrazio

La Vergine allatta il Bambino-1617

96%

Date: 1617

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

84%

16%

ArtemisiaOrazio

Carrying the Cross 1607

94%

Date: 1607

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

14%

86%

ArtemisiaOrazio

Ritratto di una donna seduta signora Caterina Savelli-1625

94%

Date: 1625

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

91%

ArtemisiaOrazio

Allegoria della Retorica-1650

93%

Date: 1650

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

79%

21%

ArtemisiaOrazio

Medea-1620

92%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

78%

22%

ArtemisiaOrazio

Amour endormi-1620

91%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

85%

15%

ArtemisiaOrazio

Danaë 1623

89%

Date: 1623

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

11%

89%

ArtemisiaOrazio

Cleopatra-1635

88%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

74%

26%

ArtemisiaOrazio

LAllegoria della Fama-1630

87%

Date: 1630

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

70%

30%

ArtemisiaOrazio

Allegoria della Pittura-1640

87%

Date: 1640

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

94%

ArtemisiaOrazio

Assumption of the Virgin 1605

86%

Date: 1605

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

10%

90%

ArtemisiaOrazio

Salomè con la testa di San Giovanni Battista-1615

86%

Date: 1615

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

75%

25%

ArtemisiaOrazio

Allegoria dellAstronomia-1640

85%

Date: 1640

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

79%

21%

ArtemisiaOrazio

Santa Lucía-1642

83%

Date: 1642

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

73%

27%

ArtemisiaOrazio

Autoritratto Allegoria della Pittura-1630

83%

Date: 1630

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

87%

13%

ArtemisiaOrazio

Tête dhéroïne-1620

82%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

81%

19%

ArtemisiaOrazio

Baptism of Christ 1607

82%

Date: 1607

Current: Orazio

Predicted: Orazio

Currently: Orazio → Orazio

23%

77%

ArtemisiaOrazio

Ritratto di una monaca-1618

79%

Date: 1618

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

77%

23%

ArtemisiaOrazio

La donna che suona il liuto-1628

77%

Date: 1628

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

68%

32%

ArtemisiaOrazio

Abbraccio tra la Giustizia e la Pace-1635

76%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

65%

35%

ArtemisiaOrazio

Minerva Sapienza-1635

74%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

79%

21%

ArtemisiaOrazio

Danaë-1612

72%

Date: 1612

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

52%

48%

ArtemisiaOrazio

Santa Cecilia come un suonatrice di liuto-1620

70%

Date: 1620

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

54%

46%

ArtemisiaOrazio

St Francis Receiving the Stigm 1620

70%

Date: 1620

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

51%

49%

ArtemisiaOrazio

Judith portant la tête dHolopherne-1635

70%

Date: 1635

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

62%

38%

ArtemisiaOrazio

Ulisse scopre Achille alla corte del re Licomede-1640

69%

Date: 1640

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

62%

38%

ArtemisiaOrazio

Personification of Sculpture 1636

67%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

53%

47%

ArtemisiaOrazio

Saint Jean-Baptiste dans le désert-1630

67%

Date: 1630

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

64%

36%

ArtemisiaOrazio

The Muses Urania Calliope and 1636

67%

Date: 1636

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

66%

34%

ArtemisiaOrazio

Landscape with St Christopher 1620

64%

Date: 1620

Current: Orazio

Predicted: Artemisia

Currently: Orazio → Artemisia

53%

47%

ArtemisiaOrazio

The Triumph of Galatea-1650

64%

Date: 1650

Current: Artemisia

Predicted: Artemisia

Currently: Artemisia → Artemisia

61%

39%

ArtemisiaOrazio

Confirmed Attributions

>75% confidence supporting the current attribution.

Cleopatra-1620

98%

Attribution: Artemisia ✓

94%

La Vergine allatta il Bambino-1617

96%

Attribution: Artemisia ✓

84%

16%

Carrying the Cross 1607

94%

Attribution: Orazio ✓

14%

86%

Ritratto di una donna seduta signora Caterina Savelli-1625

94%

Attribution: Artemisia ✓

91%

Allegoria della Retorica-1650

93%

Attribution: Artemisia ✓

79%

21%

Medea-1620

92%

Attribution: Artemisia ✓

78%

22%

Amour endormi-1620

91%

Attribution: Artemisia ✓

85%

15%

Danaë 1623

89%

Attribution: Orazio ✓

11%

89%

Cleopatra-1635

88%

Attribution: Artemisia ✓

74%

26%

LAllegoria della Fama-1630

87%

Attribution: Artemisia ✓

70%

30%

Allegoria della Pittura-1640

87%

Attribution: Artemisia ✓

94%

Assumption of the Virgin 1605

86%

Attribution: Orazio ✓

10%

90%

Salomè con la testa di San Giovanni Battista-1615

86%

Attribution: Artemisia ✓

75%

25%

Allegoria dellAstronomia-1640

85%

Attribution: Artemisia ✓

79%

21%

Santa Lucía-1642

83%

Attribution: Artemisia ✓

73%

27%

Autoritratto Allegoria della Pittura-1630

83%

Attribution: Artemisia ✓

87%

13%

Tête dhéroïne-1620

82%

Attribution: Artemisia ✓

81%

19%

Baptism of Christ 1607

82%

Attribution: Orazio ✓

23%

77%

Ritratto di una monaca-1618

79%

Attribution: Artemisia ✓

77%

23%

La donna che suona il liuto-1628

77%

Attribution: Artemisia ✓

68%

32%

Abbraccio tra la Giustizia e la Pace-1635

76%

Attribution: Artemisia ✓

65%

35%

Model Performance Analysis

Evaluation metrics and training history for both attribution models

Artist-Specific Model

81.2%

Validation Accuracy

Confusion Matrix

Training History

Gender Pattern Model

66.9%

Validation Accuracy

Confusion Matrix

Training History

Reading the metrics

81.2% Artist Accuracy: separation of Artemisia vs Orazio.

66.9% Gender Accuracy: overlap between male/female stylistic signals.

Model Agreement: highest weight when both models concur at high confidence.