From: Humans versus AI: whether and why we prefer human-created compared to AI-created artwork
Profundity | Model 1 | Model 2 | Model 3 |
---|---|---|---|
Fixed effects [95% CI] | |||
(Intercept) | 2.20 [2.02, 2.38] | 0.42 [0.31, 0.53] | 0.40 [0.31 0.50] |
Label (Human = 1) | 0.37 [0.29, 0.58] | − 0.15 [− 0.31, 0.01] | − 0.14 [− 0.20, − 0.07] |
Painting Type (Representational = 1) | 0.40 [0.21, 0.58] | − 0.04 [− 0.11, 0.02] | – |
Openness | − 0.01 [− 0.03, 0.01] | − 0.00 [− 0.01, 0.01] | – |
Positive AI | 0.02 [0.01, 0.04] | 0.01 [− 0.00, 0.01] | 0.01 [− 0.00, 0.01] |
Negative AI | 0.00 [− 0.02, 0.02] | 0.00 [− 0.01, 0.01] | – |
Growth | 0.11 [0.05, 0.16] | 0.04 [0.02, 0.07] | 0.04 [0.01, 0.06] |
Fixed | 0.07 [0.03, 0.11] | 0.02 [0.00, 0.04] | 0.02 [0.00, 0.04] |
Empathy | 0.00 [− 0.01, 0.02] | − 0.00 [− 0.01, 0.01] | – |
CRT | − 0.08 [− 0.13, − 0.02] | − 0.03 [− 0.06, 0.00] | – |
Age | 0.01 [− 0.00, 0.02] | 0.00 [− 0.00, 0.01] | – |
Emotion | – | 0.22 [0.18, 0.26] | 0.22 [0.19, 0.25] |
Story | – | 0.18 [0.15, 0.21] | 0.19 [0.17, 0.22] |
Meaningful | – | 0.26 [0.22, 0.31] | 0.26 [0.22, 0.29] |
Effort | – | 0.20 [0.16, 0.24] | 0.19 [0.16, 0.22] |
Time (log) | – | 0.02 [0.00, 0.03] | 0.02 [0.00, 0.03] |
Label × Openness | 0.01 [− 0.01, 0.02] | − 0.01 [− 0.01, 0.00] | – |
Label × Positive AI | − 0.01 [− 0.03, − 0.01] | − 0.01 [− 0.01, − 0.00] | − 0.01 [− 0.01, − 0.00] |
Label × Negative AI | − 0.01 [− 0.02, 0.01] | 0.00 [− 0.00, 0.01] | – |
Label × Growth | − 0.00 [− 0.04, 0.03] | − 0.01 [− 0.03, 0.01] | – |
Label × Fixed | − 0.01 [− 0.03, 0.02] | − 0.00 [− 0.02, 0.01] | – |
Label × Empathy | 0.01 [− 0.00, 0.02] | 0.00 [− 0.00, 0.01] | – |
Label × CRT | − 0.02 [− 0.06, 0.01] | 0.00 [− 0.02, 0.02] | – |
Label × Age | − 0.00 [− 0.01, 0.00] | − 0.00 [− 0.01, 0.00] | – |
Label × Emotion | – | − 0.00 [− 0.06, 0.06] | – |
Label × Story | – | 0.03 [− 0.01, 0.08] | – |
Label × Meaningful | – | − 0.01 [− 0.07, 0.05] | – |
Label × Effort | – | − 0.02 [− 0.07, 0.04] | – |
Label × Time (log) | – | − 0.00 [− 0.02, 0.02] | – |
Random effects | |||
Participant (Intercept) | 0.53 | 0.13 | 0.13 |
Label (Slope) | 0.12 | 0.02 | 0.02 |
Painting (Intercept) | 0.06 | 0.00 | 0.01 |
Residual | 0.76 | 0.41 | 0.41 |
Model | |||
Marginal | 0.15 | 0.64 | 0.64 |
ICC | 0.44 | 0.25 | 0.26 |
Conditional | 0.52 | 0.73 | 0.73 |
AIC | 11,905.68 | 9098.20 | 8940.49 |