Table 3 (below and following page) Mixed effect model outputs from Experiment 1b. Model comparison was used to calculate p-values, omitting one factor at a time and comparing models with chi-squared tests. Particle Belief Analysis p(χ2) <0.001 <0.001 0.13 0.01 Zero-break model Overall bias Discriminability Source compositionality x bias Source compositionality x discriminability Estimate 0.21 2.25 0.03 -0.09 SE 0.04 0.07 0.02 0.04 z-value 5.81 33.21 1.52 -2.57 Zero-break model containing particle source Overall bias Discriminability Source compositionality x bias Source sentence position x bias Source compositionality x discriminability Source sentence position x discriminability Source compositionality x Source sentence position x bias Source compositionality x Source sentence position x discriminability Break point model Estimate SE z-value p(χ2) 0.22 2.27 0.03 -0.22 -0.10 -0.49 0.03 0.04 0.07 0.02 0.07 0.04 0.14 0.04 6.01 33.18 1.36 -3.23 -2.81 -3.56 0.93 <0.001 <0.001 0.18 <0.01 <0.01 <0.001 0.35 0.10 0.07 1.38 0.17 Right half parameters: Overall bias (intercept) Discriminability (slope) Source compositionality x bias Source compositionality x discriminability Left half parameter adjustments: Bias (intercept) Discriminability (slope) Source compositionality x bias Source compositionality x discriminability Estimate SE (Lower, Upper CI) z-value 0.21 (0.10, 0.33) 2.52 (2.30, 2.74) 0.02 (-0.04, 0.09) -0.28 (-0.40, -0.15) 0.06 0.11 0.03 0.06 3.67 22.57 0.70 -4.36 0.36 (-0.10, 0.81) 0.85 (0.00, 1.72) 0.17 (-0.05, 0.39) 0.79 (0.38, 1.19) 0.23 0.44 0.11 0.21 1.57 1.96 1.61 3.82 Table 3 (continued) Log Correct RT Analysis p(χ2) <0.001 <0.001 0.81 0.86 Zero-break model Intercept Source particle presence Source compositionality Source particle presence x Source compositionality Estimate 7.03 0.04 -0.00 0.00 SE 0.01 0.01 0.00 0.00 t-value 523.7 4.3 -0.2 0.2 Zero-break model containing particle source Intercept Source particle presence Source compositionality Source sentence position Source particle presence x Source compositionality Source particle presence x Source sentence position Source compositionality x Source sentence position Source particle presence x Source compositionality x Source sentence position Break point model Estimate SE t-value p(χ2) 7.03 0.04 -0.00 0.03 0.00 0.01 0.01 0.00 0.01 0.01 524.0 4.4 -0.3 3.2 0.2 <0.001 <0.001 0.79 <0.01 0.86 0.00 0.02 0.3 0.82 0.02 0.00 1.1 0.29 0.00 0.01 0.3 0.80 Estimate SE (Lower, Upper CI) t-value Right half parameters: Intercept Source particle presence Source compositionality Source particle presence x Source compositionality 7.01 (6.97, 7.06) -0.01 (-0.06, 0.04) 0.01 (-0.01, 0.03) 0.03 (0.00, 0.05) 0.02 0.03 0.01 0.01 323.90 -0.35 0.78 1.86 Left half parameter adjustments: Intercept Source particle presence Source compositionality Source particle presence x Source compositionality 0.00 (-0.05, 0.05) 0.09 (0.02, 0.16) -0.02 (-0.04, 0.01) -0.00 (-0.04, 0.03) 0.02 0.04 0.01 0.02 0.16 2.63 -1.14 -0.25
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