Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W4311556855', 'doi': 'https://doi.org/10.1167/jov.22.14.3937', 'title': 'An analysis method for continuous psychophysics based on Bayesian inverse optimal control', 'display_name': 'An analysis method for continuous psychophysics based on Bayesian inverse optimal control', 'publication_year': 2022, 'publication_date': '2022-12-05', 'ids': {'openalex': 'https://openalex.org/W4311556855', 'doi': 'https://doi.org/10.1167/jov.22.14.3937'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.1167/jov.22.14.3937', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S137468011', 'display_name': 'Journal of Vision', 'issn_l': '1534-7362', 'issn': ['1534-7362'], 'is_oa': True, 'is_in_doaj': True, 'is_core': True, 'host_organization': 'https://openalex.org/P4310315919', 'host_organization_name': 'Association for Research in Vision and Ophthalmology', 'host_organization_lineage': ['https://openalex.org/P4310315919'], 'host_organization_lineage_names': ['Association for Research in Vision and Ophthalmology'], 'type': 'journal'}, 'license': 'cc-by-nc-nd', 'license_id': 'https://openalex.org/licenses/cc-by-nc-nd', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'gold', 'oa_url': 'https://doi.org/10.1167/jov.22.14.3937', 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5083671601', 'display_name': 'Dominik Straub', 'orcid': 'https://orcid.org/0000-0001-5263-2622'}, 'institutions': [{'id': 'https://openalex.org/I31512782', 'display_name': 'Technical University of Darmstadt', 'ror': 'https://ror.org/05n911h24', 'country_code': 'DE', 'type': 'education', 'lineage': ['https://openalex.org/I31512782']}], 'countries': ['DE'], 'is_corresponding': False, 'raw_author_name': 'Dominik Straub', 'raw_affiliation_strings': ['TU Darmstadt'], 'affiliations': [{'raw_affiliation_string': 'TU Darmstadt', 'institution_ids': ['https://openalex.org/I31512782']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5015277967', 'display_name': 'Constantin A. Rothkopf', 'orcid': 'https://orcid.org/0000-0002-5636-0801'}, 'institutions': [{'id': 'https://openalex.org/I31512782', 'display_name': 'Technical University of Darmstadt', 'ror': 'https://ror.org/05n911h24', 'country_code': 'DE', 'type': 'education', 'lineage': ['https://openalex.org/I31512782']}], 'countries': ['DE'], 'is_corresponding': False, 'raw_author_name': 'Constantin A. Rothkopf', 'raw_affiliation_strings': ['TU Darmstadt'], 'affiliations': [{'raw_affiliation_string': 'TU Darmstadt', 'institution_ids': ['https://openalex.org/I31512782']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': {'value': 1850, 'currency': 'USD', 'value_usd': 1850, 'provenance': 'doaj'}, 'apc_paid': {'value': 1850, 'currency': 'USD', 'value_usd': 1850, 'provenance': 'doaj'}, 'fwci': 0.0, 'has_fulltext': False, 'cited_by_count': 0, 'citation_normalized_percentile': {'value': 0.0, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 0, 'max': 60}, 'biblio': {'volume': '22', 'issue': '14', 'first_page': '3937', 'last_page': '3937'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10427', 'display_name': 'Visual perception and processing mechanisms', 'score': 0.9904, 'subfield': {'id': 'https://openalex.org/subfields/2805', 'display_name': 'Cognitive Neuroscience'}, 'field': {'id': 'https://openalex.org/fields/28', 'display_name': 'Neuroscience'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10427', 'display_name': 'Visual perception and processing mechanisms', 'score': 0.9904, 'subfield': {'id': 'https://openalex.org/subfields/2805', 'display_name': 'Cognitive Neuroscience'}, 'field': {'id': 'https://openalex.org/fields/28', 'display_name': 'Neuroscience'}, 'domain': {'id': 'https://openalex.org/domains/1', 'display_name': 'Life Sciences'}}, {'id': 'https://openalex.org/T10977', 'display_name': 'Optical Imaging and Spectroscopy Techniques', 'score': 0.9106, 'subfield': {'id': 'https://openalex.org/subfields/2741', 'display_name': 'Radiology, Nuclear Medicine and Imaging'}, 'field': {'id': 'https://openalex.org/fields/27', 'display_name': 'Medicine'}, 'domain': {'id': 'https://openalex.org/domains/4', 'display_name': 'Health Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/two-alternative-forced-choice', 'display_name': 'Two-alternative forced choice', 'score': 0.51941466}, {'id': 'https://openalex.org/keywords/psychometric-function', 'display_name': 'Psychometric function', 'score': 0.5191249}, {'id': 'https://openalex.org/keywords/observer', 'display_name': 'Observer (physics)', 'score': 0.42193815}], 'concepts': [{'id': 'https://openalex.org/C15123163', 'wikidata': 'https://www.wikidata.org/wiki/Q500096', 'display_name': 'Psychophysics', 'level': 3, 'score': 0.9448608}, {'id': 'https://openalex.org/C107673813', 'wikidata': 'https://www.wikidata.org/wiki/Q812534', 'display_name': 'Bayesian probability', 'level': 2, 'score': 0.6181938}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.5244235}, {'id': 'https://openalex.org/C102830678', 'wikidata': 'https://www.wikidata.org/wiki/Q7858684', 'display_name': 'Two-alternative forced choice', 'level': 2, 'score': 0.51941466}, {'id': 'https://openalex.org/C27667172', 'wikidata': 'https://www.wikidata.org/wiki/Q7256433', 'display_name': 'Psychometric function', 'level': 4, 'score': 0.5191249}, {'id': 'https://openalex.org/C26760741', 'wikidata': 'https://www.wikidata.org/wiki/Q160402', 'display_name': 'Perception', 'level': 2, 'score': 0.51242}, {'id': 'https://openalex.org/C49937458', 'wikidata': 'https://www.wikidata.org/wiki/Q2599292', 'display_name': 'Probabilistic logic', 'level': 2, 'score': 0.49534002}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.4445968}, {'id': 'https://openalex.org/C2780704645', 'wikidata': 'https://www.wikidata.org/wiki/Q9251458', 'display_name': 'Observer (physics)', 'level': 2, 'score': 0.42193815}, {'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.34913498}, {'id': 'https://openalex.org/C180747234', 'wikidata': 'https://www.wikidata.org/wiki/Q23373', 'display_name': 'Cognitive psychology', 'level': 1, 'score': 0.20703226}, {'id': 'https://openalex.org/C15744967', 'wikidata': 'https://www.wikidata.org/wiki/Q9418', 'display_name': 'Psychology', 'level': 0, 'score': 0.19529787}, {'id': 'https://openalex.org/C121332964', 'wikidata': 'https://www.wikidata.org/wiki/Q413', 'display_name': 'Physics', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C62520636', 'wikidata': 'https://www.wikidata.org/wiki/Q944', 'display_name': 'Quantum mechanics', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C169760540', 'wikidata': 'https://www.wikidata.org/wiki/Q207011', 'display_name': 'Neuroscience', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.1167/jov.22.14.3937', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S137468011', 'display_name': 'Journal of Vision', 'issn_l': '1534-7362', 'issn': ['1534-7362'], 'is_oa': True, 'is_in_doaj': True, 'is_core': True, 'host_organization': 'https://openalex.org/P4310315919', 'host_organization_name': 'Association for Research in Vision and Ophthalmology', 'host_organization_lineage': ['https://openalex.org/P4310315919'], 'host_organization_lineage_names': ['Association for Research in Vision and Ophthalmology'], 'type': 'journal'}, 'license': 'cc-by-nc-nd', 'license_id': 'https://openalex.org/licenses/cc-by-nc-nd', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.1167/jov.22.14.3937', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S137468011', 'display_name': 'Journal of Vision', 'issn_l': '1534-7362', 'issn': ['1534-7362'], 'is_oa': True, 'is_in_doaj': True, 'is_core': True, 'host_organization': 'https://openalex.org/P4310315919', 'host_organization_name': 'Association for Research in Vision and Ophthalmology', 'host_organization_lineage': ['https://openalex.org/P4310315919'], 'host_organization_lineage_names': ['Association for Research in Vision and Ophthalmology'], 'type': 'journal'}, 'license': 'cc-by-nc-nd', 'license_id': 'https://openalex.org/licenses/cc-by-nc-nd', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 0, 'referenced_works': [], 'related_works': ['https://openalex.org/W4311556855', 'https://openalex.org/W2167854931', 'https://openalex.org/W2150777928', 'https://openalex.org/W2111859826', 'https://openalex.org/W2100124514', 'https://openalex.org/W2085561812', 'https://openalex.org/W2006848433', 'https://openalex.org/W1968914856', 'https://openalex.org/W1933695226', 'https://openalex.org/W1519169832'], 'abstract_inverted_index': {'Psychophysical': [0], 'methods': [1, 130], 'are': [2, 99], 'the': [3, 16, 19, 29, 73, 206, 257, 276, 287], 'gold': [4], 'standard': [5], 'in': [6, 158, 228, 293], 'vision': [7], 'science': [8], 'because': [9], 'they': [10, 49, 107], 'provide': [11, 272], 'precise': [12], 'quantitative': [13], 'measurements': [14], 'of': [15, 31, 54, 123, 140, 156, 164, 278, 290], 'relationship': [17], 'between': [18], 'physical': [20], 'world': [21], 'and': [22, 40, 77, 102, 113, 169, 217, 252, 271, 281, 286], 'mental': [23], 'processes.': [24], 'This': [25, 148], 'is': [26, 126], 'due': [27], 'to': [28, 84, 144, 235], 'combination': [30], 'highly': [32, 62], 'controlled': [33], 'experimental': [34, 178], 'paradigms': [35], 'such': [36], 'as': [37, 161], 'forced-choice': [38, 146], 'tasks': [39, 90, 98, 160], 'rigorous': [41], 'mathematical': [42], 'analysis': [43, 129, 266], 'through': [44], 'signal': [45], 'detection': [46], 'theory.': [47], 'However,': [48], 'require': [50, 103], 'a': [51, 162, 188, 264], 'large': [52], 'number': [53], 'tedious': [55], 'trials': [56], 'involving': [57, 167], 'binary': [58], 'responses,': [59], 'preferably': [60], 'by': [61, 153, 177, 186], 'trained': [63], 'participants.': [64], 'A': [65], 'recently': [66], 'developed': [67], 'approach,': [68], 'named': [69], 'continuous': [70, 81, 97, 124, 165, 189, 269], 'psychophysics,': [71], 'abandons': [72], 'rigid': [74], 'trial': [75], 'structure': [76], 'replaces': [78], 'it': [79], 'with': [80, 110, 231], 'behavioral': [82, 171, 250], 'adjustments': [83], 'dynamic': [85], 'stimuli,': [86], 'for': [87, 183, 268, 275], 'example': [88], 'tracking': [89, 191], '(Bonnen': [91], 'et': [92], 'al.,': [93], '2015).': [94], 'Because': [95], 'these': [96, 159, 184], 'more': [100, 114], 'intuitive': [101], 'much': [104], 'less': [105], 'time,': [106], 'promise': [108], 'experiments': [109, 294], 'untrained': [111], 'participants': [112], 'efficient': [115], 'data': [116, 221], 'collection.': [117], 'What': [118], 'has': [119], 'precluded': [120], 'wide': [121], 'adoption': [122], 'psychophysics': [125, 175, 233, 270], 'that': [127, 222], 'current': [128], 'based': [131, 238], 'on': [132, 218, 239], 'ideal': [133, 240], 'observers': [134], 'recover': [135], 'perceptual': [136, 226], 'thresholds': [137, 227], 'an': [138], 'order': [139], 'magnitude': [141], 'larger': [142], 'compared': [143, 234], 'equivalent': [145], 'experiments.': [147], 'discrepancy': [149], 'can': [150], 'be': [151], 'explained': [152], 'additional': [154], 'sources': [155], 'variability': [157], 'result': [163], 'actions': [166], 'motor-variability': [168], 'internal': [170, 249], 'costs,': [172, 251], 'which': [173], 'classical': [174, 232], 'eliminates': [176], 'design.': [179], 'Here,': [180], 'we': [181, 204, 262], 'account': [182], 'factors': [185], 'modeling': [187], 'target': [190], 'task': [192], 'using': [193, 208], 'optimal': [194, 211], 'control': [195], 'under': [196], 'uncertainty.': [197], 'To': [198], 'infer': [199], 'parameters': [200], 'from': [201], 'observed': [202], 'data,': [203], 'invert': [205], 'model': [207], 'Bayesian': [209], 'inverse': [210], 'control.': [212], 'We': [213], 'show': [214], 'via': [215], 'simulations': [216], 'previously': [219], 'published': [220], 'this': [223], 'allows': [224], 'estimating': [225], 'closer': [229], 'agreement': [230], 'previous': [236], 'analyses': [237], 'observers.': [241], 'Additionally,': [242], 'our': [243], 'method': [244], 'estimates': [245], 'participants’': [246], 'action': [247], 'variability,': [248], 'possibly': [253], 'mistaken': [254], 'assumptions': [255], 'about': [256], 'stimulus': [258], 'dynamics.': [259], 'Taken': [260], 'together,': [261], 'introduce': [263], 'computational': [265], 'framework': [267], 'further': [273], 'evidence': [274], 'importance': [277], 'including': [279], 'sensory': [280], 'acting': [282], 'uncertainties,': [283], 'subjective': [284], 'beliefs,': [285], 'intrinsic': [288], 'costs': [289], 'behavior,': [291], 'even': [292], 'seemingly': [295], 'only': [296], 'investigating': [297], 'perception.': [298]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W4311556855', 'counts_by_year': [], 'updated_date': '2024-12-13T01:53:59.829777', 'created_date': '2022-12-27'}