research_client.agt.dataschema

Data schema implementing the AGT.

Classes

Response

Class for representing the data of an AGT questionnaire response.

class Response[source]

Bases: DataSchema

Class for representing the data of an AGT questionnaire response.

__init__(id_=None)[source]

Instantiates a new LSBQ-RML response object.

Parameters:: id_ (Optional[str])

generate_trial_order(fillers=None, speakers=None, languages=None, sep='_')[source]

Produce a pseudo-randomised AGT presentation order.

Given four speakers, four fillers, and two languages, produce a presentation order for Matched Guise Task, based on the following grid:

Speaker	Language	Example
F1	Either	Filler 1
S1	L1	Speaker 1, Language 1
S2	L2	Speaker 2, Language 2
F2	Either	Filler 2
S3	L2	Speaker 3, Language 2
S4	L1	Speaker 4, Language 1
F3	Either	Filler 3
S1	L2	Speaker 1, Language 2
S2	L1	Speaker 2, Language 1
F4	Either	Filler 4
S3	L1	Speaker 3, Language 1
S4	L2	Speaker 4, Language 2

The function randomises:

the order of the fillers (regardless of filler language),
the order in which speakers are presented (distance kept constant)
whether L1 or L2 are presented first (keeping alternation constant)

Return type:

tuple[str, ...]

Parameters:

fillers (Optional[list[str]])
speakers (Optional[list[str]])
languages (Optional[list[str]])
sep (str)

getratings(trial)[source]

Get the ratings for the trial labelled by trial.

Return type:: dict[str, float]
Parameters:: trial (str)

setratings(trial, ratings)[source]

Set the ratings for the trial labelled by trial.

Parameters:

trial (str)
ratings (dict[str, float])

__schema = {'f1_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 'f2_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 'f3_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 'f4_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 'id': {'constraint': '[0-9a-fA-F]{8}-?(?:[0-9a-fA-F]{4}-?){3}[0-9a-fA-F]{12}', 'type_': <class 'str'>, 'typedesc': 'AGT Response ID'}, 'meta': {'app_version': {'constraint': '(?:\\d+.)*\\d+\\w?\\w?\\d*', 'type_': <class 'str'>, 'typedesc': 'Version of app that last modified the Response'}, 'consent': {'constraint': ({True, '1', 'true', 'yes', 'on'}, {False, 'off', '0', 'false', 'no'}), 'type_': typing.Union[tuple[typing.Iterable[typing.Any], typing.Iterable[typing.Any]], list[typing.Iterable[typing.Any]]], 'typedesc': 'consent confirmation'}, 'date': {'constraint': '[0-9]{1,4}\\-(0?[1-9]|1[0-2])\\-(0?[1-9]|[12][0-9]|3[01])', 'type_': <class 'str'>, 'typedesc': 'current date'}, 'participant_id': {'constraint': '[A-Za-z0-9]{3,10}', 'type_': <class 'str'>, 'typedesc': 'Participant ID'}, 'research_location': {'constraint': "[\\w,' \\(\\)\\.\\-]{1,50}", 'type_': <class 'str'>, 'typedesc': 'location name'}, 'researcher_id': {'constraint': '[A-Za-z0-9]{3,10}', 'type_': <class 'str'>, 'typedesc': 'Researcher ID'}, 'version_id': {'constraint': '\\w{13,17}', 'type_': <class 'str'>, 'typedesc': 'AGT version identifier'}, 'version_no': {'constraint': '(?:\\d+.)*\\d+\\w?\\w?\\d*', 'type_': <class 'str'>, 'typedesc': 'AGT version number'}}, 'practice_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's1_maj_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's1_rml_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's2_maj_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's2_rml_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's3_maj_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's3_rml_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's4_maj_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 's4_rml_ratings': {'ambitious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ambitious'}, 'amusing': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of amusing'}, 'attractive': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of attractive'}, 'competent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of competent'}, 'cool': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of cool'}, 'educated': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of educated'}, 'friendly': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of friendly'}, 'honest': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of honest'}, 'ignorant': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of ignorant'}, 'influential': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of influential'}, 'intelligent': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of intelligent'}, 'international': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of international'}, 'likeable': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of likeable'}, 'natural': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of natural'}, 'open-minded': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of open-minded'}, 'polite': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of polite'}, 'pretentious': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of pretentious'}, 'trustworthy': {'constraint': (0, 100), 'type_': <class 'float'>, 'typedesc': 'rating of trustworthy'}}, 'trial_order': {'constraint': '.{0,255}', 'multiple': True, 'required': True, 'type_': <class 'str'>, 'typedesc': 'presentation order of trials'}}: Type: dict