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+--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ 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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+Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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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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/Full_Additive/Dominance/Dominance_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/Full_Additive/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6385e8c90eacd605bcd452501414a5db5107e3f9 --- /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/Full_Additive/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_REGRESSION_PATH_DURATION", + "dependent_variable_label": "3-GPT: Go-Past Time", + "model": "Full Additive", + "model_type": "full_additive", + "effect": 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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/Full_Additive/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/3-GPT/Full_Additive/Dominance/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ffcdd82b33d15793ff6ad2ab9e3a92b2c99ce76 --- /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/Full_Additive/Dominance/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Full Additive + +Model Type +---------- +full_additive + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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 +--------- +2026-08-26T16:07:59 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/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/3-GPT/Full_Additive/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ae140208c38ef2105cbd137ea6865f2c5f853b5 --- /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/Full_Additive/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Full Additive + +Model Type +---------- +full_additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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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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/Full_Factorial/Arousal/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..e630d781932c709bacb120a1601ec4b149cbcf10 --- /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/Full_Factorial/Arousal/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Full Factorial + +Model Type +---------- +factorial + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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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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/Full_Factorial/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6619997b7886e559fd62e657e844b654343d6a8b --- /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/Full_Factorial/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_REGRESSION_PATH_DURATION", + "dependent_variable_label": "3-GPT: Go-Past Time", + "model": "Full Factorial", + "model_type": "factorial", + "effect": "Dominance", + "effect_type": "main_effect", + "predictor": "Dominance", + "predictor_label": "Dominance", + "moderator": null, + "moderator_label": null, + "formula": "IA_REGRESSION_PATH_DURATION ~ Valence * Arousal * Dominance + 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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/Full_Factorial/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/3-GPT/Full_Factorial/Dominance/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cbd77a3281467e009dbce45ae14582f8ff81191 --- /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/Full_Factorial/Dominance/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Full Factorial + +Model Type +---------- +factorial + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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 +--------- +2026-08-26T16:08:00 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/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/3-GPT/Full_Factorial/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d39d3829ba754dc3bfa3a7cc09f2bc42c5d99ce --- /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/Full_Factorial/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Full Factorial + +Model Type +---------- +factorial + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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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PDF and SVG are durable +vector outputs. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:08:01 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/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/3-GPT/Val_plus_Aro/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..56947750c1e50659128a20e80573c2ba2b90a79f --- /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/Val_plus_Aro/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Val + Aro + +Model Type +---------- +additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ 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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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 +--------- +2026-08-26T16:08:02 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/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/3-GPT/Val_plus_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..cff91e258b3a196723f907b101a1963a24568d7d --- /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/Val_plus_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Val + Dom + +Model Type +---------- +additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ 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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+Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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. 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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/Val_x_Aro/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/3-GPT/Val_x_Aro/Dominance/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ff2afe920894911969827ac59c5cdc81f6f5707 --- /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/Val_x_Aro/Dominance/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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 +--------- +2026-08-26T16:08:03 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/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/3-GPT/Val_x_Aro/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..43462a4ca64b8f10102b407e375cde68caa95896 --- /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/Val_x_Aro/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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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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": [ + -2.93659787410006, + 3.006371836961068 + ] + }, + "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": 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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/Val_x_Dom/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60a7715d0adab588cd5503d7ed7577be21ff5e63 --- /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/Val_x_Dom/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_REGRESSION_PATH_DURATION", + "dependent_variable_label": "3-GPT: Go-Past Time", + "model": "Val x Dom", + "model_type": "interaction", + "effect": "Dominance", + "effect_type": "main_effect", + "predictor": "Dominance", + "predictor_label": "Dominance", + "moderator": null, + "moderator_label": null, + "formula": "IA_REGRESSION_PATH_DURATION ~ Valence * Dominance + Arousal + Length + 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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/Val_x_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/3-GPT/Val_x_Dom/Dominance/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..75cd6d0d295284b2301dc9117ba9e9ce8c8df0ea --- /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/Val_x_Dom/Dominance/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Val x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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 +--------- +2026-08-26T16:08:04 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/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/3-GPT/Val_x_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bbc3fdbdf94be7b85e676430f8b8905761e4976 --- /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/Val_x_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Val x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_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. 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+Effect Type +----------- +main_effect + +Dependent Variable +------------------ +3-GPT: Go-Past Time + +Model +----- +Valence + +Model Type +---------- +main + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_REGRESSION_PATH_DURATION ~ 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_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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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/4-TDT/Aro_x_Dom/Arousal/Arousal_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..645bb50686dd57609d6cb4c37b31312d91793a18 --- /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/4-TDT/Aro_x_Dom/Arousal/Arousal_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_DWELL_TIME", + "dependent_variable_label": "4-TDT: Total Dwell Time", + "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_DWELL_TIME ~ Arousal * Dominance + Valence + 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/4-TDT/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/4-TDT/Aro_x_Dom/Arousal/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..679825794459e3b7638db3cad20d84315e1f6fd5 --- /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/4-TDT/Aro_x_Dom/Arousal/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Aro x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_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 +--------- +2026-08-26T16:07:30 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/4-TDT/Aro_x_Dom/Dominance/Dominance.fig.pkl 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/4-TDT/Aro_x_Dom/Dominance/Dominance.fig.pkl new file mode 100644 index 0000000000000000000000000000000000000000..9cbcf49dcb503133e22e6583e7f0d167b8a8403b --- /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/4-TDT/Aro_x_Dom/Dominance/Dominance.fig.pkl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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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/4-TDT/Aro_x_Dom/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bdc8b1b89d16417eac2f26ee182d4ff446c7be11 --- /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/4-TDT/Aro_x_Dom/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_DWELL_TIME", + "dependent_variable_label": "4-TDT: Total Dwell Time", + "model": "Aro x Dom", + "model_type": "interaction", + "effect": "Dominance", + "effect_type": "main_effect", + "predictor": "Dominance", + "predictor_label": "Dominance", + "moderator": null, + "moderator_label": null, + "formula": "IA_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": [ + -4.6006409348983635, + 4.77990024822174 + ] + }, + "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": "2026-08-26T16:07:30" 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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/4-TDT/Aro_x_Dom/Dominance/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Dominance + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Aro x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Dominance + +Moderator +--------- +None + +Formula +------- +IA_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 +--------- +2026-08-26T16:07:30 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/4-TDT/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/4-TDT/Aro_x_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..79e4d1a435f18cedbdb7cd2a7fe9ee4eaa51137e --- /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/4-TDT/Aro_x_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Aro x Dom + +Model Type +---------- +interaction + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_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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+Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Arousal + +Model Type +---------- +main + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_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/4-TDT/Dominance/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03d68c2bacc0c867323456607bd14a9355fd21d2 --- /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/4-TDT/Dominance/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_DWELL_TIME", + "dependent_variable_label": "4-TDT: Total Dwell Time", + "model": "Dominance", + "model_type": "main", + "effect": "Dominance", + "effect_type": "main_effect", + "predictor": "Dominance", + "predictor_label": "Dominance", + "moderator": null, + "moderator_label": null, + "formula": "IA_DWELL_TIME ~ Dominance + Length + Predictability + Frequency", + "prediction_method": 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+--------- +None + +Formula +------- +IA_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. 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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/4-TDT/Full_Additive/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/4-TDT/Full_Additive/Arousal/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..49ba849b68331ca3828bc302699286bb526ee2bc --- /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/4-TDT/Full_Additive/Arousal/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Full Additive + +Model Type +---------- +full_additive + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_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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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/4-TDT/Full_Additive/Dominance/Dominance_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ced7876e5445721ace795102fba88e7c5397c6c --- /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/4-TDT/Full_Additive/Dominance/Dominance_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_DWELL_TIME", + "dependent_variable_label": "4-TDT: Total Dwell Time", + "model": "Full Additive", + "model_type": "full_additive", + "effect": "Dominance", + "effect_type": "main_effect", + "predictor": "Dominance", + "predictor_label": "Dominance", + "moderator": null, + "moderator_label": null, + "formula": "IA_DWELL_TIME ~ Valence + Arousal + Dominance + 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": [ + -4.458051675243432, + 4.628557342868242 + ] + }, + "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": 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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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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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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 +--------- +2026-08-26T16:07:33 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/4-TDT/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/4-TDT/Full_Factorial/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..603ec3dff14e7daef508c6aa0a4d7d983c235dd6 --- /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/4-TDT/Full_Factorial/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Full Factorial + +Model Type +---------- +factorial + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_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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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/4-TDT/Val_plus_Aro/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/4-TDT/Val_plus_Aro/Arousal/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..537cbe8e7a1e72664b67498fa208435d52fe7bc6 --- /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/4-TDT/Val_plus_Aro/Arousal/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Arousal + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Val + Aro + +Model Type +---------- +additive + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_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 +--------- +2026-08-26T16:07:34 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/4-TDT/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/4-TDT/Val_plus_Aro/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e847a6ca7e4ce33f9b1820955e6faf2cf8a72bf --- /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/4-TDT/Val_plus_Aro/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Val + Aro + +Model Type +---------- +additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_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. 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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. The .fig.pkl file is provided for convenience +but may depend on the Python/Matplotlib environment. + +Generated +--------- +2026-08-26T16:07:35 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/4-TDT/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/4-TDT/Val_plus_Dom/Valence/README.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9659d7128d29ae3150d60fdb846942c5cd2044 --- /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/4-TDT/Val_plus_Dom/Valence/README.txt @@ -0,0 +1,66 @@ +Effect +------ +Valence + +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Val + Dom + +Model Type +---------- +additive + +Predictor +--------- +Valence + +Moderator +--------- +None + +Formula +------- +IA_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. 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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/4-TDT/Val_plus_Dom/Valence/Valence_metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5e38efb4241a0dec263ab79778273a8198bb292 --- /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/4-TDT/Val_plus_Dom/Valence/Valence_metadata.json @@ -0,0 +1,57 @@ +{ + "dependent_variable": "IA_DWELL_TIME", + "dependent_variable_label": "4-TDT: Total Dwell Time", + "model": "Val + Dom", + "model_type": "additive", + "effect": "Valence", + "effect_type": "main_effect", + "predictor": "Valence", + "predictor_label": "Valence", + "moderator": null, + "moderator_label": null, + "formula": "IA_DWELL_TIME ~ Valence + Dominance + Length + Predictability + Frequency", + 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+ +Effect Type +----------- +main_effect + +Dependent Variable +------------------ +4-TDT: Total Dwell Time + +Model +----- +Val x Aro + +Model Type +---------- +interaction + +Predictor +--------- +Arousal + +Moderator +--------- +None + +Formula +------- +IA_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 +--------- +2026-08-26T16:07:35