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+Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +1-FFD: First Fixation Duration + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_FIRST_FIXATION_DURATION ~ Valence * Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:45 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/1-FFD/Val_x_Aro/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/1-FFD/Val_x_Aro/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c268dfda5156ba40e9a50c42f425cd43316b82f --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/1-FFD/Val_x_Aro/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +1-FFD: First Fixation Duration + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_FIXATION_DURATION ~ Valence * Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+--------- +None + +Formula +------- +IA_FIRST_FIXATION_DURATION ~ Valence * Dominance + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +1-FFD: First Fixation Duration + +Model +----- +Val x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_FIRST_FIXATION_DURATION ~ Valence * Dominance + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:47 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/1-FFD/Val_x_Dom/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/1-FFD/Val_x_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..774368093b3f561812b50fb962bb431e17486ae7 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/1-FFD/Val_x_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +1-FFD: First Fixation Duration + +Model +----- +Val x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_FIXATION_DURATION ~ Valence * Dominance + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Aro + Dom + +Model Type +---------- +additive + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_plus_Dom/Dominance/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_plus_Dom/Dominance/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..59aa922ddefd4126e27648e8bcc35c28b5fc5258 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_plus_Dom/Dominance/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Aro + Dom + +Model Type +---------- +additive + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Arousal/Arousal_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5d8455ae7022fb8c17700ac6c0b6085dce9aef39 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Arousal/Arousal_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_FIRST_RUN_DWELL_TIME", + "dependent_variable_label": "2-GD: Gaze Duration", + "model": "Aro x Dom", + "model_type": "interaction", + "effect": "Arousal", + "effect_type": "main_effect", + "predictor": "Arousal", + "predictor_label": "Arousal", + "moderator": null, + "moderator_label": null, + "formula": "IA_FIRST_RUN_DWELL_TIME ~ Arousal * Dominance + Valence + Length + Predictability + Frequency", + "prediction_method": "Fixed effects only", + "confidence_interval": 0.95, + "confidence_interval_type": "Fixed-effect mean confidence interval", + "duration_transformation": "Natural log", + "back_transformation": "exp(log fitted value)", + "back_transformed_value_interpretation": "Back-transformed fitted duration; no lognormal bias correction applied", + "percent_change_reference": "All standardized lexical and affective predictors held at z = 0", + "y_axis": "percent", + "plot_settings": { + "figure_size": [ + 7.5, + 5.5 + ], + "line_width": 2.5, + "confidence_alpha": 0.25, + "prediction_points": 101, + "default_z_range": [ + -2, + 2 + ], + "moderator_levels": [ + -1, + 1 + ] + }, + "axis_limits": { + "x": [ + -2.2, + 2.2 + ], + "y": [ + -6.166382688202624, + 6.4975563597866755 + ] + }, + "software": { + "python": "3.11.14", + "numpy": "2.4.2", + "pandas": "3.0.1", + "matplotlib": "3.10.8", + "patsy": "1.0.2" + }, + "figure_version": "1.0.0", + "generated_on": "2026-08-26T16:07:48" 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exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Dominance/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e0d2ebe98104798733b3ab871cbbcca9c1353e4 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Dominance/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Aro x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Arousal * Dominance + Valence + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:48 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf521167e6c89c1c990a8108f3ff7c0024f8915d --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Aro x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Arousal * Dominance + Valence + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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+} \ No newline at end of file diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Valence/Valence_prediction_grid.csv b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Valence/Valence_prediction_grid.csv new file mode 100644 index 0000000000000000000000000000000000000000..47a1b0acab4decf297abf54036b826ba7a70d28b --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Aro_x_Dom/Valence/Valence_prediction_grid.csv @@ -0,0 +1,102 @@ 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Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Arousal + +Model Type +---------- +main + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Dominance/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..187762eca4402bbdef8b9e97244334c104c5d9e2 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Dominance/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_FIRST_RUN_DWELL_TIME", + "dependent_variable_label": "2-GD: Gaze Duration", + "model": "Dominance", + "model_type": "main", + "effect": "Dominance", + "effect_type": "main_effect", + "predictor": "Dominance", + "predictor_label": "Dominance", + "moderator": null, + "moderator_label": null, + "formula": "IA_FIRST_RUN_DWELL_TIME ~ Dominance + Length + Predictability + Frequency", + 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+None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Additive/Arousal/Arousal_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5158079c322d01e538a3d02ea3ddbc501c843b2c --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Additive/Arousal/Arousal_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_FIRST_RUN_DWELL_TIME", + "dependent_variable_label": "2-GD: Gaze Duration", + "model": "Full Additive", + "model_type": "full_additive", + "effect": "Arousal", + "effect_type": "main_effect", + "predictor": "Arousal", + "predictor_label": "Arousal", + "moderator": null, + "moderator_label": null, + "formula": "IA_FIRST_RUN_DWELL_TIME ~ Valence + Arousal + Dominance + Length + Predictability 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+Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence + Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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+ +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:50 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Additive/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Additive/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..51d866f2503d744a1824c30165becc484f5bcea8 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Additive/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Full Additive + +Model Type +---------- +full_additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence + Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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+Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Arousal * Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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+Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Full Factorial + +Model Type +---------- +factorial + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Arousal * Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:51 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Factorial/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Factorial/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec55ba741470713f260c85dfc0d8b7552ef18e34 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Full_Factorial/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Full Factorial + +Model Type +---------- +factorial + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Arousal * Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:53 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Aro/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Aro/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fde8d6e4ae29cda827c7ecfde56e1e0e88e6fd6 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Aro/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Val + Aro + +Model Type +---------- +additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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+} \ No newline at end of file diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Aro/Valence/Valence_prediction_grid.csv b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Aro/Valence/Valence_prediction_grid.csv new file mode 100644 index 0000000000000000000000000000000000000000..49df47eae8ff88fda18d3cb1dc9432068d9f2321 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Aro/Valence/Valence_prediction_grid.csv @@ -0,0 +1,102 @@ 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+Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:53 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Dom/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..248710e57a2c850c75a8c66a30d79e90aa9c47d5 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Val + Dom + +Model Type +---------- +additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Dom/Valence/Valence_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b9c86ce6db2dfdcdcbce2ceeb4ff85eb46c3d18 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_plus_Dom/Valence/Valence_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_FIRST_RUN_DWELL_TIME", + "dependent_variable_label": "2-GD: Gaze Duration", + "model": "Val + Dom", + "model_type": "additive", + "effect": "Valence", + "effect_type": "main_effect", + "predictor": "Valence", + "predictor_label": "Valence", + "moderator": null, + "moderator_label": null, + "formula": "IA_FIRST_RUN_DWELL_TIME ~ Valence + Dominance + Length + Predictability + Frequency", + 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+Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Val x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Dominance + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Dominance + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:55 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_x_Dom/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_x_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..c65e0779b676556ed397bc9a99d3f4a6d05dfe3b --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_x_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Val x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence * Dominance + Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_x_Dom/Valence/Valence_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..551fa75096170555a5051c44af597b1e838e56dc --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Val_x_Dom/Valence/Valence_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_FIRST_RUN_DWELL_TIME", + "dependent_variable_label": "2-GD: Gaze Duration", + "model": "Val x Dom", + "model_type": "interaction", + "effect": "Valence", + "effect_type": "main_effect", + "predictor": "Valence", + "predictor_label": "Valence", + "moderator": null, + "moderator_label": null, + "formula": "IA_FIRST_RUN_DWELL_TIME ~ Valence * Dominance + Arousal + Length + Predictability + Frequency", 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a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..153a03d7b5e040657d4231524eef0990161a1ec4 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +2-GD: Gaze Duration + +Model +----- +Valence + +Model Type +---------- +main + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_FIRST_RUN_DWELL_TIME ~ Valence + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/Valence_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..28acc63e96ca9edb33bd8f3bc1100896b2c8b1a0 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/Valence_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_FIRST_RUN_DWELL_TIME", + "dependent_variable_label": "2-GD: Gaze Duration", + "model": "Valence", + "model_type": "main", + "effect": "Valence", + "effect_type": "main_effect", + "predictor": "Valence", + "predictor_label": "Valence", + "moderator": null, + "moderator_label": null, + "formula": "IA_FIRST_RUN_DWELL_TIME ~ Valence + Length + Predictability + Frequency", + "prediction_method": "Fixed effects only", + "confidence_interval": 0.95, + "confidence_interval_type": "Fixed-effect mean confidence interval", + "duration_transformation": "Natural log", + "back_transformation": "exp(log fitted value)", + "back_transformed_value_interpretation": "Back-transformed fitted duration; no lognormal bias correction applied", + "percent_change_reference": "All standardized lexical and affective predictors held at z = 0", + "y_axis": "percent", + "plot_settings": { + "figure_size": [ + 7.5, + 5.5 + ], + "line_width": 2.5, + "confidence_alpha": 0.25, + "prediction_points": 101, + "default_z_range": [ + -2, + 2 + ], + "moderator_levels": [ + -1, + 1 + ] + }, + "axis_limits": { + "x": [ + -2.2, + 2.2 + ], + "y": [ + -6.044658617963391, + 6.362423993884577 + ] + }, + "software": { + "python": "3.11.14", + "numpy": "2.4.2", + "pandas": "3.0.1", + "matplotlib": "3.10.8", + "patsy": "1.0.2" + }, + "figure_version": "1.0.0", + "generated_on": "2026-08-26T16:07:56" +} \ No newline at end of file diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/Valence_prediction_grid.csv b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/Valence_prediction_grid.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d4519d2fccb8a6162ae9e8b66a5312bcdb8e20a --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/2-GD/Valence/Valence/Valence_prediction_grid.csv @@ -0,0 +1,102 @@ +Length,Predictability,Frequency,Valence,Arousal,Dominance,x,Prediction_Log,Prediction_SE,Lower_Log,Upper_Log,Prediction_ms,Lower_ms,Upper_ms,Prediction_Percent,Lower_Percent,Upper_Percent 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+--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_plus_Dom/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..23b1e524cd081eee37e9376f5fa92f9f78222296 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_plus_Dom/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_REGRESSION_PATH_DURATION", + "dependent_variable_label": "3-GPT: Go-Past Time", + "model": "Aro + Dom", + "model_type": "additive", + "effect": "Dominance", + "effect_type": "main_effect", + "predictor": "Dominance", + "predictor_label": "Dominance", + "moderator": null, + "moderator_label": null, + "formula": "IA_REGRESSION_PATH_DURATION ~ Arousal + Dominance + Length + 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+Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ Arousal + Dominance + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Arousal/Arousal_metadata.json b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Arousal/Arousal_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3803d0c8535280e373685f0f78f7c1fb5118cf3 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Arousal/Arousal_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_REGRESSION_PATH_DURATION", + "dependent_variable_label": "3-GPT: Go-Past Time", + "model": "Aro x Dom", + "model_type": "interaction", + "effect": "Arousal", + "effect_type": 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a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Arousal/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Arousal/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3e07b519b6c57844b7edba036a20c5068dce905 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Arousal/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Aro x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ Arousal * Dominance + Valence + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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+--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ Arousal * Dominance + Valence + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:57 diff --git a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Valence/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc9feb0dc510842676460dec131e0028f58f9206 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Aro_x_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Aro x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ Arousal * Dominance + Valence + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. 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a/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Arousal/Arousal/README.txt b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Arousal/Arousal/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed642a2bcf2fb3b18e4e8c752883252ad85c83a0 --- /dev/null +++ b/05-Research_Program-Affective_Provo/01-Fixation_Duration_Research/VAD-Paper_01-Interaction_Within_Affect/02-Results/05-LME-Effect-Plots/01-Conditional-Main-Effects/3-GPT/Arousal/Arousal/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Arousal + +Model Type +---------- +main + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ Arousal + Length + Predictability + Frequency + +Prediction Method +----------------- +Fixed effects only + +Confidence Interval +------------------- +95% confidence interval for the estimated fixed-effect mean + +Conditioning +------------ +All non-focal standardized lexical and affective predictors +are held at z = 0. + +Duration Scale +-------------- +The LME dependent variable was modeled on the natural-log scale. +Displayed millisecond values are exponentiated fitted values and +are not lognormal bias-corrected arithmetic mean durations. + +Percent-Change Reference +------------------------ +Model prediction with all standardized lexical and affective +predictors held at z = 0. + +Reproducibility +--------------- +The CSV prediction grid and JSON metadata are the primary +machine-readable visualization records. PDF and SVG are durable +vector outputs. 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