{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":348,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":348,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"99b75695bc28","filters":{"topic":"Digital Accessibility for Disabilities"}},"results":[{"id":"W1965449772","doi":"10.1016/j.lisr.2012.11.002","title":"Disability and accessibility in the library and information science literature: A content analysis","year":2013,"lang":"en","type":"article","venue":"Library & Information Science Research","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Theme (computing); Perception; Subject (documents); Web accessibility; Content analysis; Disability studies; Information science; Public relations; Sociology; Library science; Psychology; Social science; Political science; World Wide Web; The Internet; Computer science; Gender studies","authors":[{"name":"Heather Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07163372747329368,"gpt":0.3818103625733069,"spread":0.3101766351000132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009886542,0.0002985368,0.0009257345,0.056741,0.00311108,0.005480563,0.000860917,0.0006794772,0.005036146],"category_scores_gemma":[0.0733416,0.0002409694,0.0009754875,0.04292036,0.002777303,0.003592575,0.005561313,0.0006045016,0.0002333625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005923253,"about_ca_system_score_gemma":0.01275284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008894377,"about_ca_topic_score_gemma":0.007950384,"domain_scores_codex":[0.9900131,0.003898227,0.002445902,0.0004642654,0.002652104,0.000526345],"domain_scores_gemma":[0.8650105,0.1105588,0.006932806,0.001331215,0.0145968,0.001569926],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000685353,0.000652304,0.5101424,0.01176847,0.0007739639,0.00126344,0.2316573,0.0008732557,0.002825534,0.02510767,0.004388832,0.2098615],"study_design_scores_gemma":[0.0001067873,0.000456603,0.521512,0.01076368,0.002223723,0.001238592,0.4000529,0.002678969,0.001903935,0.008110651,0.05082362,0.0001284952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667475,0.008326376,0.00260957,0.001684928,0.00007915519,0.001535059,0.00304289,0.00002314024,0.0159514],"genre_scores_gemma":[0.9856502,0.005108609,0.004930754,0.0002799687,0.0001019109,0.001048826,0.001400841,0.00002477063,0.001454054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9901134,"threshold_uncertainty_score":0.05228567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151774557","doi":"10.1177/0145482x0910300905","title":"Accessibility of e-Learning and Computer and Information Technologies for Students with Visual Impairments in Postsecondary Education","year":2009,"lang":"en","type":"article","venue":"Journal of Visual Impairment & Blindness","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Dawson College","funders":"","keywords":"Postsecondary education; Assistive technology; Low vision; Computer-Assisted Instruction; Multimedia; Visually impaired; Access to information; Educational technology; Blindness; Braille; Information technology; Psychology; Computer science; Higher education; Mathematics education; Human–computer interaction; Information access; World Wide Web; Political science; Optometry; Medicine","authors":[{"name":"Catherine S. Fichten","is_ca":true},{"name":"Jennison V. Asuncion","is_ca":true},{"name":"Maria Barile","is_ca":true},{"name":"Vittoria Ferraro","is_ca":true},{"name":"Joan Wolforth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009832597077761334,"gpt":0.3851912734799425,"spread":0.3753586764021811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606317,0.0001784982,0.000384628,0.001325758,0.001433016,0.001312933,0.0004234127,0.0004555058,0.002267658],"category_scores_gemma":[0.01143993,0.0001185553,0.0004092426,0.0009457555,0.0006878046,0.0007948512,0.001358414,0.0006867255,0.0002064589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311214,"about_ca_system_score_gemma":0.003266187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1585103,"about_ca_topic_score_gemma":0.2341253,"domain_scores_codex":[0.9979123,0.0002676094,0.0001782269,0.00009672539,0.0007676199,0.0007774946],"domain_scores_gemma":[0.9937755,0.00193482,0.001203716,0.000198272,0.002115674,0.0007719719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002491779,0.0008580578,0.8909267,0.0001785554,0.00003728406,0.0001933301,0.02096983,0.0001339809,0.00102082,0.000162612,0.0003424616,0.08492726],"study_design_scores_gemma":[0.000007183829,0.0004737074,0.977527,0.00005404669,0.00003186192,0.0001646502,0.01905989,0.0001053588,0.001076559,0.00009203592,0.001388526,0.00001899546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981248,0.0001467362,0.00004510163,0.00004313951,0.000001964714,0.00002123325,0.00004685367,0.000001956215,0.001568095],"genre_scores_gemma":[0.9992334,0.000155458,0.00006714032,0.00001894457,0.000001727006,0.00000939715,0.00003529624,8.562794e-7,0.0004778515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585103,"threshold_uncertainty_score":0.3151754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1499864900","doi":"10.19173/irrodl.v11i2.869","title":"Universal instructional design principles for Moodle","year":2010,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Instructional design; Computer science; Plug-in; Universal Design for Learning; Set (abstract data type); Distance education; Sample (material); Universal design; Multimedia; Online learning; Online course; Design elements and principles; Educational technology; Mathematics education; World Wide Web; Psychology; Software engineering","authors":[{"name":"Tanya Elias","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2031378276034871,"gpt":0.487209246645314,"spread":0.2840714190418269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007407731,0.0008939825,0.0006440035,0.001680602,0.001065201,0.004412329,0.001781542,0.001779409,0.008019342],"category_scores_gemma":[0.02238016,0.001019595,0.0009632656,0.0008046589,0.002567809,0.00286108,0.003259638,0.00339956,0.00479819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191166,"about_ca_system_score_gemma":0.00164626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006958413,"about_ca_topic_score_gemma":0.001313153,"domain_scores_codex":[0.9922348,0.003704805,0.0009934641,0.0007576477,0.00204891,0.000260375],"domain_scores_gemma":[0.988021,0.007294229,0.0006780101,0.00155466,0.002182266,0.0002698525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001817669,0.0002224608,0.000723484,0.002120876,0.00004443164,0.000208042,0.008523202,0.002214055,0.01055199,0.5135242,0.02117837,0.4405073],"study_design_scores_gemma":[0.0002085314,0.0004199678,0.001297521,0.001422555,0.00008332896,0.001029583,0.0008629933,0.007576111,0.01099972,0.2096214,0.7663663,0.0001119707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002948067,0.0009953782,0.9616322,0.001160001,0.0002566412,0.001041288,0.0001015474,0.002209019,0.02965589],"genre_scores_gemma":[0.02592021,0.0005225234,0.9610701,0.001094328,0.000106162,0.003515215,0.0000924698,0.000458426,0.007220553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008019342,"threshold_uncertainty_score":0.03917629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2238552967","doi":"10.19030/cier.v9i1.9548","title":"Evaluating The Usability And Accessibility Of LMS “Blackboard” At King Saud University","year":2016,"lang":"en","type":"article","venue":"Contemporary Issues in Education Research (CIER)","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"King Saud University","keywords":"Usability; Blackboard (design pattern); Computer science; Upload; Multimedia; World Wide Web; USable; Human–computer interaction; Software engineering","authors":[{"name":"Uthman Alturki","is_ca":false},{"name":"Ahmed Aldraiweesh","is_ca":false},{"name":"Kinshuck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2323167924172977,"gpt":0.5166406642588522,"spread":0.2843238718415545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003088087,0.0002812114,0.0003860818,0.001364647,0.00110268,0.002020652,0.0003677133,0.0005560743,0.001882025],"category_scores_gemma":[0.01388351,0.0001527695,0.0004492975,0.0006819814,0.0005577448,0.0009684514,0.001108581,0.0003031618,0.000580475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027566,"about_ca_system_score_gemma":0.0009924343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009964726,"about_ca_topic_score_gemma":0.01044724,"domain_scores_codex":[0.9967597,0.001397265,0.0004046285,0.0001798993,0.001020527,0.0002379952],"domain_scores_gemma":[0.9847862,0.007713746,0.001432777,0.000631535,0.004583386,0.0008523405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002034868,0.002319884,0.4932534,0.002723858,0.0002098386,0.002012205,0.1261656,0.001952694,0.03274528,0.00112911,0.005212957,0.3302403],"study_design_scores_gemma":[0.00005451253,0.004601465,0.8573172,0.0008723909,0.0002776695,0.0008190979,0.09507195,0.003454103,0.01651636,0.0002861714,0.02056183,0.0001672563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976545,0.0001340782,0.0002626492,0.00006911498,0.000006278134,0.0000369124,0.00002340739,0.00002488702,0.001788244],"genre_scores_gemma":[0.9977241,0.0002291796,0.0009274957,0.00003385706,0.000004218572,0.00003927039,0.00005668461,0.000007146255,0.000977992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009964726,"threshold_uncertainty_score":0.01981348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161261009","doi":"10.1016/j.survophthal.2005.04.004","title":"Computer and World Wide Web Accessibility by Visually Disabled Patients: Problems and Solutions","year":2005,"lang":"en","type":"review","venue":"Survey of Ophthalmology","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"U.S. National Library of Medicine; National Eye Institute","keywords":"Web Accessibility Initiative; Obstacle; Computer science; Universal design; Assistive technology; Visually impaired; Disabled people; Visual impairment; Human–computer interaction; Emerging technologies; Multimedia; World Wide Web; Internet privacy; The Internet; Medicine; Web intelligence; Artificial intelligence; Web development; Physical medicine and rehabilitation; Political science","authors":[{"name":"Michael F. Chiang","is_ca":false},{"name":"Roy Gordon Cole","is_ca":false},{"name":"Suhit Gupta","is_ca":false},{"name":"Gail E. Kaiser","is_ca":false},{"name":"Justin Starren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1326413141073628,"gpt":0.4019306598052748,"spread":0.269289345697912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009514273,0.0005842152,0.001720854,0.004500772,0.0002993728,0.001267424,0.0005580019,0.0008868936,0.00206069],"category_scores_gemma":[0.002887244,0.0002175681,0.000834537,0.007625117,0.0003679609,0.001675174,0.0006368261,0.0006824918,0.0003814455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006666229,"about_ca_system_score_gemma":0.002617003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007916371,"about_ca_topic_score_gemma":0.01493438,"domain_scores_codex":[0.9994961,0.00008942471,0.0001283243,0.00006043454,0.0001824527,0.00004329099],"domain_scores_gemma":[0.9984595,0.0007487984,0.0003418561,0.0000192063,0.0003537905,0.00007694355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006725605,0.00009027673,0.005558638,0.0328215,0.0002086527,0.0002141715,0.0002106306,0.0001076176,0.0002751716,0.0006136674,0.01390631,0.9459261],"study_design_scores_gemma":[0.0001093478,0.0005329733,0.08623397,0.08173181,0.003414777,0.009358898,0.004085178,0.0003642373,0.0009444602,0.002266309,0.8108499,0.0001081572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001101293,0.9977526,0.00006366843,0.0003672396,0.00006967287,0.000006245112,0.00005565671,0.00000419259,0.0005792979],"genre_scores_gemma":[0.002932337,0.9966022,0.00011462,0.0001080089,0.00004939097,0.000006159471,0.00004315305,5.452164e-7,0.0001435162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007916371,"threshold_uncertainty_score":0.01574057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104650792","doi":"10.21432/t2d60s","title":"Developing a Holistic Approach for E-Learning Accessibility","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Usability; Computer science; Knowledge management; Educational technology; Web Accessibility Initiative; Instructional design; World Wide Web; Multimedia; The Internet; Psychology; Web development; Human–computer interaction; Mathematics education; Web application security","authors":[{"name":"Brian Kelly","is_ca":false},{"name":"Lawrie Phipps","is_ca":false},{"name":"Elaine K. Swift","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04563998661152596,"gpt":0.3295156908618201,"spread":0.2838757042502941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002458047,0.0006961357,0.0006130578,0.002515703,0.001566338,0.005402991,0.001476359,0.002098771,0.003388039],"category_scores_gemma":[0.002812538,0.0004115818,0.001095664,0.00141655,0.004591194,0.007233681,0.006138261,0.002267105,0.0005573786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003813896,"about_ca_system_score_gemma":0.005782099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003470606,"about_ca_topic_score_gemma":0.00534731,"domain_scores_codex":[0.998028,0.0008333218,0.0001443232,0.0001863466,0.0005863531,0.0002216949],"domain_scores_gemma":[0.9986859,0.0004899488,0.00008144112,0.000146059,0.0003997668,0.0001969076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001355108,0.0001027321,0.001868318,0.001001856,0.00006718958,0.000681287,0.01098305,0.007569275,0.002821226,0.7953876,0.007635836,0.1718681],"study_design_scores_gemma":[0.00002255962,0.00009895854,0.00358847,0.001408836,0.0001253227,0.00190996,0.01671894,0.01150869,0.001828265,0.707376,0.2553451,0.00006889529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02252877,0.008538391,0.6954482,0.0160325,0.0006427119,0.0004743505,0.0001030658,0.0005051477,0.2557268],"genre_scores_gemma":[0.4344459,0.01097301,0.5271482,0.002094656,0.0001508106,0.0007820889,0.0001815459,0.0001307215,0.02409307],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005402991,"threshold_uncertainty_score":0.02767187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997907270","doi":"10.1145/1805986.1806019","title":"AChecker","year":2010,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Web accessibility; World Wide Web; Web Accessibility Initiative; Open source; Web standards; Web service; Web development; Web application security; Programming language; Software","authors":[{"name":"Greg Gay","is_ca":true},{"name":"Cindy Qi Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01642391002527279,"gpt":0.3471901396611005,"spread":0.3307662296358277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004979124,0.001031053,0.0007686078,0.004636579,0.001706856,0.005024374,0.001491226,0.001993914,0.1694594],"category_scores_gemma":[0.02567605,0.0007968263,0.0006285545,0.002388862,0.001231929,0.005681752,0.003545371,0.00252794,0.1010744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259743,"about_ca_system_score_gemma":0.002878051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006921626,"about_ca_topic_score_gemma":0.00927411,"domain_scores_codex":[0.9933875,0.0009465075,0.0004942832,0.0009990192,0.003806683,0.0003660322],"domain_scores_gemma":[0.9866188,0.003707734,0.0005595834,0.002297626,0.006106625,0.0007095725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003276296,0.0001377091,0.00272964,0.0005469413,0.00002768882,0.000553117,0.001059624,0.0006105704,0.003689044,0.05832363,0.4449239,0.4870704],"study_design_scores_gemma":[0.00002226657,0.00002685461,0.001150161,0.0002561565,0.00001756857,0.0005693868,0.0001812972,0.001038509,0.003915151,0.007643083,0.9851324,0.00004712484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.01206947,0.004471944,0.09730833,0.01049658,0.004791621,0.0007759758,0.00838344,0.03578424,0.8259184],"genre_scores_gemma":[0.06456544,0.003955476,0.06950011,0.003590041,0.0005086017,0.0005307164,0.008630226,0.0077286,0.8409908],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1694594,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020776366","doi":"10.1145/2533682.2533683","title":"Evaluating a Tool for Improving Accessibility to Charts and Graphs","year":2013,"lang":"en","type":"article","venue":"ACM Transactions on Computer-Human Interaction","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Natural Sciences and Engineering Research Council of Canada; International Business Machines Corporation","keywords":"Usability; Lexicon; Computer science; Screen reader; Graph; Set (abstract data type); Human–computer interaction; Partially sighted; Artificial intelligence; Visually impaired; Theoretical computer science; Programming language","authors":[{"name":"Leo Ferres","is_ca":false},{"name":"Gitte Lindgaard","is_ca":true},{"name":"Livia Sumegi","is_ca":true},{"name":"Bruce Tsuji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07939364549560197,"gpt":0.4096464691966764,"spread":0.3302528237010744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01190065,0.001630366,0.001027942,0.003457055,0.0009853204,0.003615065,0.002526522,0.001890236,0.002363489],"category_scores_gemma":[0.06937579,0.0007070663,0.0007878303,0.001696234,0.001424005,0.004370295,0.002773307,0.001003216,0.0007201185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259368,"about_ca_system_score_gemma":0.001519207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002654549,"about_ca_topic_score_gemma":0.004276117,"domain_scores_codex":[0.9852558,0.009274579,0.001111398,0.001154601,0.002564268,0.0006392085],"domain_scores_gemma":[0.9255626,0.06045893,0.001917257,0.003838491,0.006906592,0.001316141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003463284,0.005411077,0.0185202,0.005086563,0.0002450286,0.002426359,0.06686664,0.01138556,0.1172105,0.002817701,0.004008849,0.7625583],"study_design_scores_gemma":[0.003735137,0.05721349,0.1297408,0.003027057,0.001956334,0.007827255,0.08808334,0.1891178,0.3549802,0.008718413,0.154199,0.001401167],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753865,0.0003878305,0.1110715,0.000189394,0.00004262197,0.002335145,0.0003404664,0.0059665,0.00428004],"genre_scores_gemma":[0.631004,0.0003036937,0.3637592,0.00009983774,0.00001565262,0.0009076466,0.0009055235,0.0005657677,0.002438737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190065,"threshold_uncertainty_score":0.06293738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980512242","doi":"10.1108/07378830710840437","title":"Web accessibility trends in university libraries and library schools","year":2007,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Web accessibility; World Wide Web; Originality; Web page; Computer science; Accreditation; Home page; Web design; Web standards; Library science; Descriptive statistics; The Internet; Psychology; Medical education; Mathematics; Medicine; Statistics","authors":[{"name":"David Comeaux","is_ca":false},{"name":"Axel Schmetzke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01797522592769975,"gpt":0.2738318340219451,"spread":0.2558566080942454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002825931,0.000113825,0.000387773,0.01051582,0.0009901861,0.00208021,0.0008244441,0.0005239455,0.004655839],"category_scores_gemma":[0.01932045,0.0002513159,0.0003704078,0.01313665,0.0006887285,0.002611489,0.00136776,0.0006891083,0.0009945546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338859,"about_ca_system_score_gemma":0.001773317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03518203,"about_ca_topic_score_gemma":0.04854941,"domain_scores_codex":[0.9964989,0.0005971538,0.0005213004,0.0004725241,0.001463107,0.0004469713],"domain_scores_gemma":[0.9655412,0.006239325,0.0137725,0.001197468,0.01080233,0.002447105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089981,0.00008976828,0.9650131,0.0001671913,0.00002184275,0.00006677975,0.004055716,0.0001348898,0.0002414711,0.0004185078,0.001084446,0.02859729],"study_design_scores_gemma":[0.000001494679,0.00004460511,0.9943018,0.00004185158,0.000008694012,0.0000865923,0.003335924,0.00009627098,0.000180553,0.00004297862,0.001852221,0.000007023899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929119,0.0009260133,0.0001696049,0.0003056922,0.000007886414,0.00001994463,0.001111296,0.00005618898,0.00449141],"genre_scores_gemma":[0.997116,0.0004546761,0.0002724649,0.00005866596,0.00001853498,0.00002405365,0.0007459237,0.00001405467,0.001295668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03518203,"threshold_uncertainty_score":0.06995451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981593253","doi":"10.2196/14372","title":"A Comprehensive Framework to Evaluate Websites: Literature Review and Development of GoodWeb","year":2019,"lang":"en","type":"review","venue":"JMIR Formative Research","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Usability; Interactivity; Computer science; World Wide Web; Quality (philosophy); Process (computing); Human–computer interaction","authors":[{"name":"Rosalie Allison","is_ca":false},{"name":"Catherine Hayes","is_ca":false},{"name":"Cliodna McNulty","is_ca":false},{"name":"Vicki L. Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.258065969551988,"gpt":0.5523409875110322,"spread":0.2942750179590442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.128596,0.002335064,0.005433139,0.06737714,0.005727857,0.0182966,0.005419225,0.004606707,0.004404888],"category_scores_gemma":[0.1569723,0.002244141,0.005857212,0.04763615,0.008451111,0.0257271,0.01177463,0.005136928,0.001532077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02576907,"about_ca_system_score_gemma":0.07540099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0156387,"about_ca_topic_score_gemma":0.0269152,"domain_scores_codex":[0.9085289,0.04673809,0.01888956,0.0026698,0.02178699,0.001386625],"domain_scores_gemma":[0.8188033,0.1164656,0.01165114,0.006529263,0.04391553,0.002635084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000682496,0.0001785733,0.002530264,0.176228,0.0005779561,0.0003659174,0.01375547,0.001609445,0.0004280201,0.07080565,0.02970305,0.7037494],"study_design_scores_gemma":[0.00005960934,0.0001873141,0.005006045,0.6003701,0.001402645,0.000792383,0.01979032,0.001704044,0.0006305245,0.03922658,0.3306375,0.0001928328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007226026,0.8476675,0.06623229,0.02989461,0.001838856,0.01089151,0.001395563,0.0005563204,0.03429725],"genre_scores_gemma":[0.06123206,0.6362889,0.2738327,0.00715261,0.0004988064,0.01626885,0.001650057,0.0002536845,0.002822316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.128596,"threshold_uncertainty_score":0.680089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095578099","doi":"10.1108/07378831111116976","title":"Online databases and the research experience for university students with print disabilities","year":2011,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Computer science; Usability; Reading (process); Documentation; Multimedia; Software; Session (web analytics); Screen reader; World Wide Web; Database; Originality; Psychology; Human–computer interaction","authors":[{"name":"Kelly Dermody","is_ca":true},{"name":"Norda Majekodunmi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2002920575855738,"gpt":0.3932029280974928,"spread":0.192910870511919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004866934,0.0003234951,0.0008492517,0.003132124,0.004304228,0.008978039,0.00113575,0.001104945,0.009286451],"category_scores_gemma":[0.02373209,0.0003535077,0.0006200268,0.003035329,0.002620249,0.003534346,0.005765039,0.001359793,0.001475838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544459,"about_ca_system_score_gemma":0.002654032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005371733,"about_ca_topic_score_gemma":0.006406552,"domain_scores_codex":[0.9927742,0.003210972,0.0008945044,0.0005370795,0.001472236,0.001110935],"domain_scores_gemma":[0.9669003,0.01550284,0.006268498,0.001434644,0.003071308,0.006822357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002313724,0.001712759,0.262084,0.0005521848,0.00005481048,0.002689584,0.6394504,0.00008558731,0.002267608,0.001234086,0.003390102,0.08624753],"study_design_scores_gemma":[0.00001647536,0.0006376054,0.0996704,0.0002086581,0.00003134045,0.002371872,0.8794144,0.000101665,0.0006021287,0.0002381001,0.01664538,0.0000619296],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955196,0.0004980473,0.0001280007,0.0005531523,0.00001339239,0.00001756871,0.0000493908,0.00001552984,0.003205135],"genre_scores_gemma":[0.9968333,0.000623207,0.000297895,0.0002986513,0.00001245234,0.00002763284,0.00004704648,0.000008395805,0.001851436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.991022,"threshold_uncertainty_score":0.0310663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1567604534","doi":"10.1007/11788713_163","title":"Helping People with Visual Impairments Gain Access to Graphical Information Through Natural Language: The iGraph System","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Comprehension; Human–computer interaction; Process (computing); Natural language; Graph; Natural (archaeology); Visualization; Program comprehension; Artificial intelligence; Natural language processing; Programming language; Theoretical computer science; Software","authors":[{"name":"Leo Ferres","is_ca":true},{"name":"Avi Parush","is_ca":true},{"name":"Shelley Roberts","is_ca":true},{"name":"Gitte Lindgaard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009990331072652335,"gpt":0.2928908622050047,"spread":0.2829005311323523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587327,0.0004917711,0.0003134981,0.0002914512,0.0002627246,0.0007121562,0.0006383832,0.000624057,0.008539848],"category_scores_gemma":[0.001064554,0.0001302165,0.0002238898,0.0001769887,0.0003026212,0.001330511,0.001211246,0.0003813944,0.00272518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022258,"about_ca_system_score_gemma":0.0005148727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004005059,"about_ca_topic_score_gemma":0.01011214,"domain_scores_codex":[0.9998764,0.00004694529,0.000008349542,0.00002616529,0.00002534378,0.00001676365],"domain_scores_gemma":[0.9997746,0.0001465204,0.000008035692,0.00002088642,0.00002207049,0.00002789054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001911785,0.001270117,0.005215875,0.0005409161,0.00006997554,0.0004126136,0.004209827,0.0006491806,0.0313557,0.001555141,0.08162018,0.8711888],"study_design_scores_gemma":[0.004947025,0.01048589,0.1221009,0.001106217,0.001993436,0.007645897,0.02308163,0.082763,0.1093912,0.02545642,0.6102199,0.0008085212],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7882945,0.002020617,0.07569528,0.001781609,0.000340049,0.000928635,0.003929479,0.03156519,0.09544469],"genre_scores_gemma":[0.6995519,0.001966012,0.2121036,0.002312156,0.00007187617,0.001060335,0.006929683,0.0008835774,0.07512089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008539848,"threshold_uncertainty_score":0.02856869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4207039276","doi":"10.1109/asew52652.2021.00053","title":"Learning Sentiment Analysis for Accessibility User Reviews","year":2021,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Sentiment analysis; Naive Bayes classifier; Popularity; Support vector machine; tf–idf; Artificial intelligence; Machine learning; Bag-of-words model; Boosting (machine learning); Information retrieval; Term (time)","authors":[{"name":"Wajdi Aljedaani","is_ca":false},{"name":"Furqan Rustam","is_ca":false},{"name":"Stephanie Ludi","is_ca":false},{"name":"Ali Ouni","is_ca":true},{"name":"Mohamed Wiem Mkaouer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06717810131145494,"gpt":0.3932527963324494,"spread":0.3260746950209944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418013,0.001308118,0.0009504312,0.003434258,0.000417813,0.0009012707,0.0004198376,0.0006242007,0.001443194],"category_scores_gemma":[0.005285263,0.0001960877,0.001005099,0.001349172,0.0001710426,0.001033024,0.0004840259,0.0006655948,0.00182778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000665813,"about_ca_system_score_gemma":0.0005569686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003148766,"about_ca_topic_score_gemma":0.005610199,"domain_scores_codex":[0.9986259,0.0003256753,0.0001726065,0.0003037313,0.0004478954,0.0001243253],"domain_scores_gemma":[0.9970464,0.0008916798,0.000402919,0.0001370216,0.001401222,0.0001207397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001036539,0.0009610209,0.1015467,0.001191961,0.0005577217,0.0008540653,0.0007009782,0.0103218,0.03521978,0.001116563,0.06880727,0.7776855],"study_design_scores_gemma":[0.0001267135,0.0008035431,0.1231019,0.0002270284,0.0003581379,0.0009062407,0.00131308,0.8106484,0.0235706,0.002488475,0.03636078,0.00009512336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8033671,0.006870009,0.1434351,0.00172828,0.001280086,0.001367063,0.02163863,0.005468856,0.01484497],"genre_scores_gemma":[0.8853352,0.001217822,0.07845093,0.0002801014,0.0006475227,0.0006114693,0.02763242,0.0001363548,0.005688223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003434258,"threshold_uncertainty_score":0.007499218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145422031","doi":"10.1076/edre.7.2.185.3869","title":"Technology Integration for Students with Disabilities: Empirically Based Recommendations for Faculty","year":2001,"lang":"en","type":"article","venue":"Educational Research and Evaluation","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Variety (cybernetics); Adaptation (eye); Sample (material); Medical education; Psychology; Assistive technology; Mathematics education; Computer science; Medicine; Human–computer interaction","authors":[{"name":"Catherine S. Fichten","is_ca":true},{"name":"Jennison V. Asuncion","is_ca":false},{"name":"Maria Barile","is_ca":false},{"name":"Christian Généreux","is_ca":false},{"name":"Myrtis E. Fossey","is_ca":false},{"name":"Darlene Judd","is_ca":false},{"name":"Chantal Robillard","is_ca":false},{"name":"Christina De Simone","is_ca":false},{"name":"David M. Wells","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4490256415916569,"gpt":0.6137609149944456,"spread":0.1647352734027888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07474036,0.002482461,0.001979571,0.006585578,0.008675157,0.01286578,0.009314574,0.01091967,0.01429371],"category_scores_gemma":[0.218823,0.001342778,0.001625614,0.007041723,0.004232811,0.01103674,0.007109622,0.005577991,0.001856885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105244,"about_ca_system_score_gemma":0.08788256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02483434,"about_ca_topic_score_gemma":0.07443477,"domain_scores_codex":[0.9405923,0.04409831,0.004148283,0.001754489,0.006362187,0.003044345],"domain_scores_gemma":[0.746441,0.1734215,0.01135587,0.008844117,0.0407471,0.01919032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001023869,0.02067016,0.06562688,0.009133096,0.00025877,0.001366363,0.01562774,0.005270993,0.001006533,0.01943712,0.1151927,0.7453858],"study_design_scores_gemma":[0.007565538,0.01112959,0.1077929,0.0724377,0.002774836,0.0008861761,0.5061319,0.02115229,0.006875667,0.07293885,0.1891978,0.00111673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1574962,0.0241045,0.03041954,0.6911978,0.003315783,0.02777199,0.001436016,0.002651488,0.0616067],"genre_scores_gemma":[0.5741857,0.03498156,0.3108548,0.03411634,0.0006486719,0.03247343,0.001727513,0.0002134217,0.01079858],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07474036,"threshold_uncertainty_score":0.3952695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135724278","doi":"10.1353/lib.2006.0025","title":"Closing the 95 Percent Gap: Library Resource Sharing for People with Print Disabilities","year":2006,"lang":"en","type":"article","venue":"Library trends","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Equity (law); Publishing; Physical access; Subsidy; Resource (disambiguation); Shared resource; Universal design; Public relations; Reading (process); Web accessibility; Business; World Wide Web; The Internet; Computer science; Political science; Law","authors":[{"name":"Mary Anne Epp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02219871576737162,"gpt":0.2644653412884477,"spread":0.2422666255210761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009200916,0.0002471315,0.0004793231,0.002389443,0.007458899,0.00630452,0.002039338,0.002917985,0.02095907],"category_scores_gemma":[0.02834822,0.0001963827,0.0005513324,0.003508076,0.003189674,0.01161723,0.01287205,0.001906082,0.001987847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006430013,"about_ca_system_score_gemma":0.02314733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05935226,"about_ca_topic_score_gemma":0.06906319,"domain_scores_codex":[0.9928969,0.002542333,0.000390838,0.0003241499,0.0017844,0.002061409],"domain_scores_gemma":[0.9914488,0.002601591,0.0009866429,0.0007244527,0.001665328,0.00257317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001180128,0.000211989,0.03378652,0.0005514655,0.0000390929,0.0005635348,0.05236652,0.0005702575,0.0002945615,0.1179979,0.1998851,0.5936149],"study_design_scores_gemma":[0.00007400327,0.0002668345,0.1080448,0.001737312,0.00009731073,0.001350166,0.2264927,0.001394873,0.0007047442,0.09186237,0.5678506,0.00012424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2861148,0.008950289,0.006014601,0.3836258,0.001089391,0.0001291089,0.0007070848,0.0003382105,0.3130306],"genre_scores_gemma":[0.9452335,0.005339787,0.003559218,0.01971553,0.000438762,0.000213649,0.0004274437,0.0000808905,0.0249912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9936955,"threshold_uncertainty_score":0.1180136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2267886875","doi":"10.1093/geront/gnv057","title":"Web Accessibility for Older Adults: A Comparative Analysis of Disability Laws","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Internet; Web accessibility; Digital divide; Government (linguistics); Universal design; Internet access; Business; Accommodation; Internet privacy; European union; State (computer science); Political science; Public relations; Psychology; Computer science; World Wide Web","authors":[{"name":"Y. Tony Yang","is_ca":false},{"name":"Brian Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1287922831245495,"gpt":0.4154270340458301,"spread":0.2866347509212807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00382875,0.0001483067,0.0004535959,0.005250115,0.001687185,0.001752458,0.0007163129,0.0007729171,0.004663504],"category_scores_gemma":[0.02353705,0.0001530383,0.0005835751,0.007695265,0.001243548,0.003005686,0.001864644,0.000828897,0.0002575989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00388724,"about_ca_system_score_gemma":0.002356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05206949,"about_ca_topic_score_gemma":0.08482169,"domain_scores_codex":[0.9965532,0.00157681,0.0003345028,0.0002014477,0.0008160729,0.0005179473],"domain_scores_gemma":[0.9813215,0.01060807,0.004052961,0.0004308939,0.002993812,0.0005927674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006867606,0.001414839,0.7912415,0.001323496,0.0004179066,0.001153375,0.0800899,0.0003248204,0.0002066553,0.02505839,0.008261827,0.08982057],"study_design_scores_gemma":[0.00004013251,0.0004535722,0.8682482,0.0008637688,0.0002415861,0.000330327,0.1131394,0.000315369,0.0001137637,0.001016817,0.01521172,0.00002523798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768339,0.004181387,0.0001450661,0.001081976,0.00002989451,0.0000982679,0.0006965713,0.000003307306,0.01692947],"genre_scores_gemma":[0.9950846,0.003111871,0.00008135875,0.0003403742,0.00003051841,0.00009621381,0.000433969,0.000004300734,0.0008167964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05206949,"threshold_uncertainty_score":0.1035328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168931649","doi":"10.3402/rlt.v20i0.18646","title":"Information and communication technology related needs of college and university students with disabilities","year":2012,"lang":"en","type":"article","venue":"Research in Learning Technology","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Dawson College; Jewish General Hospital","funders":"Canadian Council on Learning","keywords":"Information and Communications Technology; ICTS; Scale (ratio); Psychology; Higher education; Medical education; Citation; Pedagogy; Computer science; Political science; Library science; Medicine; World Wide Web","authors":[{"name":"Catherine S. Fichten","is_ca":true},{"name":"Jennison V. Asuncion","is_ca":true},{"name":"Joan Wolforth","is_ca":true},{"name":"Maria Barile","is_ca":true},{"name":"Jillian Budd","is_ca":true},{"name":"Natalina Martiniello","is_ca":true},{"name":"Rhonda Amsel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03701050373580847,"gpt":0.3665061523910508,"spread":0.3294956486552423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006718046,0.0002236412,0.0003862031,0.001887405,0.001066834,0.001601269,0.000432381,0.0005747541,0.0046999],"category_scores_gemma":[0.005420482,0.0001659563,0.0002583417,0.001399391,0.0007445684,0.0007190658,0.001603302,0.0006976982,0.0004526076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284581,"about_ca_system_score_gemma":0.002295973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05370016,"about_ca_topic_score_gemma":0.05595609,"domain_scores_codex":[0.9991102,0.00009160482,0.0001037801,0.00006411694,0.0003075322,0.0003228416],"domain_scores_gemma":[0.9961827,0.0005184007,0.001011989,0.00009565185,0.0007342591,0.001456884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007013031,0.0003924148,0.9432685,0.0001419235,0.00002068812,0.0003902203,0.02421689,0.0001051367,0.0008974472,0.0001808016,0.001022995,0.02929277],"study_design_scores_gemma":[0.000005969401,0.0002212036,0.9462755,0.00005965284,0.00001188707,0.0003416369,0.05089783,0.0001363537,0.0002179311,0.00007959914,0.001733234,0.00001916887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990006,0.00003538008,0.0000082739,0.00008744503,0.000002075884,0.00001002263,0.00006788996,0.000001711245,0.0007866388],"genre_scores_gemma":[0.9991761,0.00009975515,0.00004962594,0.00003426194,0.000001847543,0.00001220809,0.00007995557,9.845533e-7,0.0005452104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05370016,"threshold_uncertainty_score":0.1067752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808031846","doi":"10.1145/3196709.3196760","title":"Designing for Situational Visual Impairments","year":2018,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Engineering and Physical Sciences Research Council","keywords":"Leverage (statistics); Situational ethics; Computer science; Key (lock); Mobile device; Human–computer interaction; World Wide Web; Computer security; Psychology; Artificial intelligence; Social psychology","authors":[{"name":"Garreth W. Tigwell","is_ca":false},{"name":"Rachel Menzies","is_ca":false},{"name":"David R. Flatla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.045293060983877,"gpt":0.4042679593288752,"spread":0.3589748983449982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0097484,0.0008292715,0.0003586082,0.001858446,0.002821346,0.003433121,0.001014804,0.001279793,0.004896095],"category_scores_gemma":[0.02651355,0.0004714738,0.0005951106,0.0005887591,0.003043774,0.003969167,0.005648785,0.001331177,0.001086356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508342,"about_ca_system_score_gemma":0.003761218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753015,"about_ca_topic_score_gemma":0.003259626,"domain_scores_codex":[0.9925194,0.00504253,0.0005245734,0.0004031614,0.0009263135,0.0005840378],"domain_scores_gemma":[0.9839762,0.009230034,0.00134031,0.002048546,0.002269834,0.001135116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482555,0.0005915573,0.06470979,0.002995593,0.00009128897,0.002876019,0.5073826,0.002710605,0.01411132,0.03912965,0.01409842,0.3511549],"study_design_scores_gemma":[0.0001080164,0.0009088463,0.02773364,0.003150061,0.0003228607,0.006640228,0.3709199,0.005315867,0.01684948,0.04538026,0.5224816,0.0001891746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018835,0.001834986,0.1924127,0.006879409,0.000238611,0.0009828164,0.0001918929,0.001721902,0.0938542],"genre_scores_gemma":[0.8969035,0.001128188,0.0931158,0.0009008865,0.0000259045,0.0005643386,0.00009458111,0.000169809,0.007097062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0097484,"threshold_uncertainty_score":0.0515551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024264357","doi":"10.1080/00049670.2012.10736059","title":"Website Accessibility: a Comparative Analysis of Australian National and State/Territory Library Websites","year":2012,"lang":"en","type":"article","venue":"The Australian Library Journal","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Web accessibility; Screen reader; Ranking (information retrieval); World Wide Web; Web Accessibility Initiative; Guideline; Work (physics); Compliance (psychology); Computer science; Web standards; Web page; Internet privacy; Engineering; Political science; Web development; Psychology; Visually impaired; Information retrieval","authors":[{"name":"Vivienne Conway","is_ca":true},{"name":"Justin Brown","is_ca":true},{"name":"Scott Hollier","is_ca":true},{"name":"Cam Nicholl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07150974705608026,"gpt":0.3540025323051733,"spread":0.282492785249093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005936855,0.0001518731,0.000509686,0.008675014,0.001401423,0.002693652,0.0005173528,0.0003629362,0.003521087],"category_scores_gemma":[0.02826313,0.0002016576,0.0006960877,0.009294294,0.001196437,0.002355217,0.002386649,0.000335354,0.0004745948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677719,"about_ca_system_score_gemma":0.001791459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02850044,"about_ca_topic_score_gemma":0.04724903,"domain_scores_codex":[0.9943832,0.001839452,0.0006226364,0.0002304613,0.00251079,0.0004134311],"domain_scores_gemma":[0.9787793,0.008949547,0.003444798,0.0007340602,0.006952547,0.001139711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007278608,0.0003557973,0.8068093,0.001510416,0.0003172625,0.0008969758,0.08601636,0.0003477827,0.001277456,0.001244791,0.001737866,0.0987581],"study_design_scores_gemma":[0.00000405669,0.000212378,0.9744985,0.00009985359,0.00006411366,0.0002541695,0.02255056,0.0002827336,0.0001770264,0.00009761121,0.001747426,0.00001152515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910201,0.0004795526,0.0001906321,0.00009218859,0.000005780847,0.00004022841,0.0001629319,0.00001445722,0.007994113],"genre_scores_gemma":[0.9985739,0.0003286513,0.0002394312,0.00002491176,0.000004285498,0.00002544504,0.0001774215,0.000006849343,0.0006191263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02850044,"threshold_uncertainty_score":0.05666912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1765209183","doi":"10.3968/j.css.1923669720110701.015","title":"Library and Information Services to the Visually Impaired-The Role of Academic Libraries","year":2011,"lang":"en","type":"article","venue":"Canadian social science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Obligation; Library science; Newspaper; Visually impaired; Politics; Braille; Service (business); Gens; Political science; Sociology; Humanities; Public relations; Business; Law; Computer science; Art","authors":[{"name":"Yemisi T. Babalola","is_ca":false},{"name":"Yacob Haliso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01350861623976274,"gpt":0.2501930499602788,"spread":0.2366844337205161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002283438,0.0002934067,0.0003355905,0.002270719,0.005771208,0.007798503,0.0007994194,0.001525711,0.01604001],"category_scores_gemma":[0.005776365,0.0001643057,0.0002574094,0.002065078,0.0026467,0.003418926,0.00600027,0.001313197,0.001639744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003528899,"about_ca_system_score_gemma":0.01275889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175851,"about_ca_topic_score_gemma":0.02205745,"domain_scores_codex":[0.9978022,0.00094861,0.0001387045,0.00008396199,0.0002673141,0.0007592221],"domain_scores_gemma":[0.9927948,0.00153926,0.001033988,0.0001843593,0.001194521,0.003253049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004170463,0.001022864,0.2517794,0.003506099,0.0000657488,0.007055875,0.1067999,0.0003896485,0.001161493,0.03620597,0.09402823,0.4975677],"study_design_scores_gemma":[0.00004084427,0.0005028229,0.1350973,0.005680349,0.0000999799,0.006040841,0.5352484,0.0004672454,0.001155979,0.008433294,0.3071239,0.0001089988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6994964,0.04199038,0.000635425,0.108768,0.0008217617,0.0001330871,0.000361834,0.0001397349,0.1476534],"genre_scores_gemma":[0.9654848,0.01377035,0.0003496675,0.002483904,0.0001273849,0.00002941828,0.00004872006,0.00001009151,0.01769572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9922015,"threshold_uncertainty_score":0.05365914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592705519","doi":"10.1080/24750158.2017.1298399","title":"Public Libraries and Access for Children with Disabilities and Their Families: A Proposed Inclusive Library Model","year":2017,"lang":"en","type":"article","venue":"Journal of the Australian Library and Information Association","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Library and Information Association","keywords":"Perspective (graphical); Public access; Universal design; Focus group; Focus (optics); Library science; Information access; Political science; Psychology; Sociology; Computer science; World Wide Web","authors":[{"name":"Joanne Kaeding","is_ca":false},{"name":"Diane L. Velasquez","is_ca":false},{"name":"Deborah Price","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03327062700064706,"gpt":0.2756322820844449,"spread":0.2423616550837978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002065583,0.00076891,0.0004195353,0.00339263,0.004864102,0.007573029,0.00263317,0.002408499,0.01056974],"category_scores_gemma":[0.004890271,0.0005536154,0.0008782274,0.002639342,0.006519818,0.01098215,0.007195562,0.001701911,0.0009407901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006072357,"about_ca_system_score_gemma":0.01332623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902382,"about_ca_topic_score_gemma":0.01809375,"domain_scores_codex":[0.9972427,0.001364403,0.0001052695,0.0003570355,0.0004296826,0.0005009291],"domain_scores_gemma":[0.9963183,0.001637339,0.0004489548,0.000177574,0.0004035856,0.001014172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001418988,0.001031058,0.05547374,0.0003669813,0.00007997082,0.002034172,0.1031625,0.003738472,0.0003503649,0.7885243,0.006214533,0.03888197],"study_design_scores_gemma":[0.0003112457,0.0007881334,0.04759229,0.001306435,0.000295134,0.005012675,0.2117988,0.03014745,0.0005497086,0.6073771,0.09461579,0.0002052229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5000145,0.001629195,0.06872438,0.08366001,0.000186907,0.0008257381,0.000734703,0.0003623423,0.3438623],"genre_scores_gemma":[0.9719129,0.000942966,0.01618892,0.001148218,0.00004263013,0.0005550954,0.0001780173,0.00002240901,0.009008787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01902382,"threshold_uncertainty_score":0.04405826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163756696","doi":"10.1109/icse43902.2021.00143","title":"Semantic Web Accessibility Testing via Hierarchical Visual Analysis","year":2021,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; USable; Semantic Web; Social Semantic Web; World Wide Web; Web accessibility; Inference; Process (computing); Web testing; Semantic analytics; Globe; Semantic Web Stack; Data Web; Web standards; Information retrieval; Data science; Web page; Web modeling; Artificial intelligence; Web intelligence; Programming language","authors":[{"name":"Mohammad Bajammal","is_ca":true},{"name":"Ali Mesbah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04211480257468035,"gpt":0.365715285434231,"spread":0.3236004828595507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001811581,0.001101126,0.0007379368,0.0067594,0.0007554985,0.001880427,0.001408892,0.0008980677,0.003002276],"category_scores_gemma":[0.0119337,0.0003688876,0.001299636,0.001739291,0.001075508,0.002250849,0.002020704,0.000723266,0.0009082919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011685,"about_ca_system_score_gemma":0.001235241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01513076,"about_ca_topic_score_gemma":0.01295309,"domain_scores_codex":[0.9975507,0.0008555091,0.0001421871,0.0004537134,0.0008100308,0.0001878204],"domain_scores_gemma":[0.9937145,0.003016684,0.0006808625,0.000900584,0.001538238,0.0001491016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008325946,0.000682667,0.04281175,0.0005569895,0.0002625633,0.0008906419,0.001608968,0.1166343,0.03161938,0.02388087,0.009208466,0.7710108],"study_design_scores_gemma":[0.00002364017,0.00008412833,0.005260651,0.00004601669,0.00003821385,0.0001497674,0.0003459952,0.9609748,0.01097552,0.01980233,0.002272138,0.00002684514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1528337,0.0002207802,0.8223853,0.0002676288,0.00003218038,0.0003724324,0.001165358,0.01662797,0.006094592],"genre_scores_gemma":[0.741846,0.0001021582,0.254041,0.00008229972,0.00001781318,0.0001642948,0.002113368,0.0003458693,0.001287134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01513076,"threshold_uncertainty_score":0.03008538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011051756","doi":"10.1145/1296843.1296865","title":"Techniques to assist in developing accessibility engineers","year":2007,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Replicate; Computer science; Course (navigation); Engineering management; Software engineering; Systems engineering; Engineering; Aerospace engineering","authors":[{"name":"Jim A. Carter","is_ca":true},{"name":"David Fourney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03571702692044892,"gpt":0.3735038597976439,"spread":0.337786832877195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002004015,0.000912539,0.0002903712,0.00188232,0.0009148673,0.001272521,0.001146775,0.0009097037,0.009276726],"category_scores_gemma":[0.01265793,0.0005077542,0.0004920011,0.0008981131,0.0007850664,0.001703069,0.002454727,0.001407153,0.005384613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693307,"about_ca_system_score_gemma":0.0009213607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006326383,"about_ca_topic_score_gemma":0.001909502,"domain_scores_codex":[0.9976887,0.000996115,0.0001336051,0.0003057504,0.0007366192,0.0001392016],"domain_scores_gemma":[0.994855,0.002840595,0.0003953085,0.0007519015,0.0009459015,0.000211184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006289193,0.0004531278,0.001435727,0.0006760805,0.00002257193,0.0005189852,0.009900318,0.001352766,0.05430646,0.01213123,0.01332121,0.9058185],"study_design_scores_gemma":[0.0001977437,0.001072565,0.0058453,0.0008543063,0.000147415,0.007615555,0.006734427,0.01336137,0.08369623,0.02705088,0.8532501,0.0001740596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02502532,0.0008386403,0.9350109,0.0005159689,0.0001825811,0.0007121902,0.00008008759,0.00311801,0.03451636],"genre_scores_gemma":[0.04280633,0.0009619815,0.9419653,0.0001476164,0.00003972784,0.0005494468,0.0001170601,0.000281221,0.01313135],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009276726,"threshold_uncertainty_score":0.03103369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037812907","doi":"10.1080/10400435.2013.853329","title":"Use of Assistive Technologies in Academic Libraries: A Survey","year":2013,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Assistive technology; Medical education; Psychology; Computer science; Medicine; Human–computer interaction","authors":[{"name":"Manorama Tripathi","is_ca":false},{"name":"Archana Shukla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08482083936834164,"gpt":0.3389796641667621,"spread":0.2541588247984204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002387603,0.000149771,0.0004120419,0.003461482,0.0009581498,0.001739316,0.0003674422,0.0005684168,0.001465608],"category_scores_gemma":[0.007040659,0.0003115411,0.0003205677,0.003685809,0.0004852481,0.001965649,0.001137158,0.0005336644,0.0006369013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020376,"about_ca_system_score_gemma":0.001509595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007431924,"about_ca_topic_score_gemma":0.01142296,"domain_scores_codex":[0.9975364,0.0008192025,0.0005185819,0.0001312946,0.0006442194,0.000350323],"domain_scores_gemma":[0.99259,0.002188628,0.00226874,0.0001899095,0.001889523,0.000873232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006853078,0.000285451,0.9113233,0.0004513104,0.00003319838,0.0005123786,0.0445559,0.000100058,0.0007738501,0.0001667886,0.001450095,0.04027909],"study_design_scores_gemma":[0.000005623816,0.0004123927,0.8639748,0.0002060651,0.00002539008,0.00127752,0.1200835,0.0002982721,0.0005713114,0.00006107806,0.01304007,0.00004406375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962999,0.0006280226,0.000145138,0.0003265617,0.000004680823,0.00003896018,0.0003938877,0.00001109702,0.002151807],"genre_scores_gemma":[0.9951578,0.002512458,0.0003910143,0.0003478719,0.0000138327,0.0000691675,0.0003278467,0.00000668512,0.001173286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007431924,"threshold_uncertainty_score":0.0147773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2732451113","doi":"10.1145/3058555.3058563","title":"Teaching Accessibility to the Masses","year":2017,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Government of Ontario","keywords":"Web accessibility; Web Accessibility Initiative; Web standards; Computer science; World Wide Web; Curriculum; Web development; Web design; Process (computing); Web 2.0; Audit; Key (lock); Web application; Multimedia; The Internet; Web application security; Pedagogy; Sociology","authors":[{"name":"Greg Gay","is_ca":true},{"name":"Naza Djafarova","is_ca":true},{"name":"Leonora Zefi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06784090585213416,"gpt":0.4201376684251873,"spread":0.3522967625730532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345429,0.00029203,0.0002331219,0.0004788915,0.002468838,0.002512232,0.000506332,0.0008402782,0.01587778],"category_scores_gemma":[0.007538499,0.0001506404,0.0002145252,0.0001963518,0.002070662,0.002721723,0.004889942,0.002077787,0.002770317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164703,"about_ca_system_score_gemma":0.002969157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398596,"about_ca_topic_score_gemma":0.00293653,"domain_scores_codex":[0.9991128,0.0002926658,0.00003124985,0.0001358758,0.000259183,0.0001683327],"domain_scores_gemma":[0.9960881,0.001334168,0.0003575868,0.0003868242,0.0003879755,0.001445466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008155897,0.001814263,0.01879349,0.0005688933,0.00001426531,0.001686982,0.07121258,0.0008051893,0.01246279,0.05027045,0.06224705,0.7800425],"study_design_scores_gemma":[0.00005582433,0.0008143567,0.02597803,0.00140709,0.00002752841,0.002559232,0.04110207,0.001025735,0.01114471,0.08736852,0.8284798,0.00003712295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5782638,0.004381872,0.04369412,0.06193785,0.001979272,0.0003530416,0.00010652,0.0008936969,0.3083898],"genre_scores_gemma":[0.9172323,0.004284541,0.01260376,0.006220323,0.0007927372,0.0002359614,0.00005733803,0.0001724363,0.0584006],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01587778,"threshold_uncertainty_score":0.0531165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248553086","doi":"10.1145/1090785","title":"Proceedings of the 7th international ACM SIGACCESS conference on Computers and accessibility","year":2005,"lang":"en","type":"paratext","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Event (particle physics); Computer science; Library science; Special Interest Group","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05504265564602762,"gpt":0.3602925336157961,"spread":0.3052498779697685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002674678,0.001254318,0.001327924,0.001875423,0.001828127,0.006816471,0.001643338,0.002071624,0.1860426],"category_scores_gemma":[0.006181919,0.0004486373,0.0006972775,0.0013662,0.0009176282,0.005616201,0.003955522,0.003554118,0.0871338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009141876,"about_ca_system_score_gemma":0.002264723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221322,"about_ca_topic_score_gemma":0.006643387,"domain_scores_codex":[0.9979862,0.0005268256,0.0001581349,0.0003019609,0.0008151016,0.0002118505],"domain_scores_gemma":[0.995949,0.0009214997,0.0001459008,0.0005515418,0.001459431,0.0009725837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001202913,0.0001049565,0.0009249916,0.0002991015,0.00003229129,0.0001548361,0.0003143053,0.00007803147,0.001061205,0.002729725,0.8336135,0.1605667],"study_design_scores_gemma":[0.00001173656,0.00003679699,0.0008621828,0.0002287708,0.00001927203,0.0001765051,0.000246726,0.0002672766,0.0002567175,0.001018137,0.9968616,0.00001445442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01732826,0.089116,0.05519287,0.02555083,0.09015979,0.001209136,0.007036814,0.01040433,0.704002],"genre_scores_gemma":[0.03761736,0.06501912,0.0257337,0.007305795,0.0118674,0.0009485527,0.01566657,0.001601711,0.8342398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8139573,"threshold_uncertainty_score":0.6223747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366762681","doi":"10.1145/3587281.3587291","title":"The State of Accessibility in Blackboard: Survey and User Reviews Case Study","year":2023,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Computer science; Blackboard (design pattern); Mobile apps; Mobile device; Context (archaeology); Internet privacy; Inclusion (mineral); Web accessibility; World Wide Web; Multimedia; The Internet; Web standards; Psychology","authors":[{"name":"Wajdi Aljedaani","is_ca":false},{"name":"Mohammed Alkahtani","is_ca":false},{"name":"Stephanie Ludi","is_ca":false},{"name":"Mohamed Wiem Mkaouer","is_ca":false},{"name":"Marcelo Medeiros Eler","is_ca":false},{"name":"Marouane Kessentini","is_ca":false},{"name":"Ali Ouni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1105379530261276,"gpt":0.4188386880155269,"spread":0.3083007349893992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006714318,0.0003072635,0.0007661227,0.005060154,0.001494234,0.002110528,0.0006180518,0.0008034648,0.003112849],"category_scores_gemma":[0.0201066,0.0003061482,0.0007665732,0.004790586,0.001219982,0.002836058,0.001811023,0.0005842266,0.0008454202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648417,"about_ca_system_score_gemma":0.001966374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005923511,"about_ca_topic_score_gemma":0.008543127,"domain_scores_codex":[0.9941344,0.003153762,0.0008166785,0.0003886412,0.001066259,0.000440415],"domain_scores_gemma":[0.9821472,0.01003114,0.002864069,0.0006766036,0.003686411,0.0005945481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005321263,0.0009733661,0.3957468,0.01040541,0.0002311886,0.005987743,0.2642556,0.0001704546,0.002229289,0.001409322,0.01630168,0.3017571],"study_design_scores_gemma":[0.00003246581,0.001069981,0.5154911,0.007285752,0.0004313612,0.01487058,0.3419161,0.0004595283,0.002472283,0.0003526553,0.1154517,0.0001667069],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799135,0.01119123,0.0007986257,0.0007378093,0.00005044094,0.0003119032,0.001118006,0.00003946052,0.005839127],"genre_scores_gemma":[0.9859438,0.009175534,0.000997293,0.0005109119,0.0000304372,0.0004566411,0.0005466305,0.00003481001,0.00230384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006714318,"threshold_uncertainty_score":0.03550911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157792901","doi":"10.1080/10400430903519944","title":"Multiple Perspectives on the Accessibility of E-Learning in Canadian Colleges and Universities","year":2010,"lang":"en","type":"article","venue":"Assistive Technology","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Dawson College","funders":"","keywords":"Learning disability; Exploratory research; Psychology; Medical education; Service provider; Web accessibility; Service (business); Medicine; The Internet; Computer science; Sociology; Business; Marketing; World Wide Web","authors":[{"name":"Jennison V. Asuncion","is_ca":true},{"name":"Catherine S. Fichten","is_ca":true},{"name":"Vittoria Ferraro","is_ca":true},{"name":"Caroline Chwojka","is_ca":true},{"name":"Maria Barile","is_ca":true},{"name":"Mai Nhu Nguyen","is_ca":true},{"name":"Joan Wolforth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01169638117072058,"gpt":0.2811691306358726,"spread":0.269472749465152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006499886,0.0004636852,0.0006399125,0.003473141,0.02437332,0.007445155,0.001459202,0.001713268,0.004116365],"category_scores_gemma":[0.01821675,0.000426516,0.0005215851,0.004546481,0.009452032,0.002359397,0.007489398,0.002329298,0.0001463837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03675589,"about_ca_system_score_gemma":0.04559711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8866393,"about_ca_topic_score_gemma":0.9200766,"domain_scores_codex":[0.9860097,0.003893914,0.0004993511,0.0004732259,0.004362933,0.004760838],"domain_scores_gemma":[0.9794316,0.006753718,0.00148015,0.0003697994,0.004799148,0.007165564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000877108,0.00003981856,0.03363839,0.0001496772,0.00001457584,0.001287149,0.9326605,0.0001665154,0.001139211,0.005219638,0.002027404,0.02356947],"study_design_scores_gemma":[0.00000492553,0.00002402272,0.0222078,0.0001886116,0.00001263486,0.0003646887,0.9555019,0.0001442722,0.0002272436,0.000376929,0.02090205,0.00004496856],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641288,0.001259905,0.0005736608,0.005325275,0.00007327265,0.00004514567,0.00006692835,0.00001249033,0.02851448],"genre_scores_gemma":[0.9968142,0.0006480967,0.0001876735,0.0004155878,0.0000112925,0.000007350378,0.00001357544,0.000004729161,0.001897443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9632441,"threshold_uncertainty_score":0.2666839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1506669403","doi":"10.1023/a:1011323308477","title":"VoiceGrip: A Tool for Programming-by-Voice","year":2001,"lang":"en","type":"article","venue":"International Journal of Speech Technology","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Computer science; Programmer; Syntax; Programming language; Usability; Symbol (formal); Code (set theory); Confusion; Range (aeronautics); Speech recognition; Artificial intelligence; Human–computer interaction","authors":[{"name":"Alain Désilets","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01785288856041286,"gpt":0.3474971288228051,"spread":0.3296442402623923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822131,0.00348563,0.0015465,0.002474833,0.0007865937,0.002028079,0.002979265,0.001860409,0.1155748],"category_scores_gemma":[0.006137641,0.001374145,0.001656333,0.0008877834,0.0005958433,0.002620813,0.004685564,0.002041834,0.04875373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170946,"about_ca_system_score_gemma":0.0006749414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222601,"about_ca_topic_score_gemma":0.001665411,"domain_scores_codex":[0.9986522,0.0002614215,0.000162028,0.0002360197,0.0004861917,0.000202224],"domain_scores_gemma":[0.9970785,0.001711337,0.0001091902,0.0003925207,0.0004266672,0.0002816873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002154074,0.0003643648,0.001615325,0.001889407,0.0002597995,0.001726692,0.001514244,0.002054348,0.03565932,0.006576396,0.4037603,0.5424258],"study_design_scores_gemma":[0.001247404,0.0005918854,0.004442546,0.0008690299,0.0004007219,0.004450751,0.0005479038,0.04772182,0.146892,0.01941812,0.7726915,0.0007263053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.004020841,0.0003097732,0.3594983,0.0001729443,0.0003696534,0.0008419557,0.005794845,0.6133876,0.01560405],"genre_scores_gemma":[0.09356262,0.00117572,0.4505068,0.001791334,0.0004304937,0.005668478,0.03512049,0.2918348,0.1199093],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1155748,"threshold_uncertainty_score":0.3866361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462544119","doi":"","title":"Digitally enhanced? An examination of the the information behaviours of visually impaired postsecondary students.","year":2004,"lang":"en","type":"article","venue":"Canadian journal of information science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Braille; Art; Sociology; Philosophy","authors":[{"name":"Kristie Saumure","is_ca":false},{"name":"Lisa M. Given","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.013177716737005,"gpt":0.3002976497661364,"spread":0.2871199330291314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093378,0.0001713177,0.0004588329,0.002017093,0.001421173,0.002441479,0.0004297198,0.0006616126,0.002763516],"category_scores_gemma":[0.00636056,0.0001761959,0.0002794144,0.001896669,0.0009475437,0.00125805,0.00175344,0.0007038654,0.0003448399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688202,"about_ca_system_score_gemma":0.002373572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03258483,"about_ca_topic_score_gemma":0.04764469,"domain_scores_codex":[0.9990994,0.0001533096,0.00008182157,0.00008372965,0.000348966,0.000232773],"domain_scores_gemma":[0.9964218,0.0008554612,0.001190362,0.00009887051,0.0008207757,0.0006127213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001242555,0.0006833213,0.6405681,0.0003639797,0.00003253937,0.0004257272,0.2906969,0.00004780569,0.001716496,0.0004176681,0.0008863322,0.06403689],"study_design_scores_gemma":[0.0000038113,0.000275731,0.6891985,0.0001008326,0.00001867569,0.0002091915,0.3046433,0.00007581789,0.0004375494,0.0001083839,0.004907841,0.00002039609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983273,0.000186922,0.00002606707,0.0001451238,0.00000325221,0.00001120059,0.00005332658,0.000002021966,0.001244883],"genre_scores_gemma":[0.9977267,0.000361755,0.00008319226,0.00009734763,0.00000277215,0.00001824529,0.00004584701,0.000001333867,0.001662813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03258483,"threshold_uncertainty_score":0.06479037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2465290874","doi":"10.19173/irrodl.v17i4.2463","title":"Developing Guidelines for Evaluating the Adaptation of Accessible Web-Based Learning Materials","year":2016,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Educational technology; Blended learning; Web Accessibility Initiative; Flexibility (engineering); Synchronous learning; Adaptation (eye); Web standards; Active learning (machine learning); World Wide Web; Multimedia; Cooperative learning; The Internet; Web development; Web intelligence; Teaching method; Psychology; Artificial intelligence; Mathematics education","authors":[{"name":"Marko Radovan","is_ca":false},{"name":"Mojca Perdih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5008332216134435,"gpt":0.5940215433725538,"spread":0.09318832175911029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1265711,0.001996844,0.002146093,0.01359765,0.002543498,0.004533938,0.006069615,0.00379454,0.007549402],"category_scores_gemma":[0.2581297,0.001144448,0.003342243,0.008140856,0.001960282,0.005080526,0.004267521,0.002239986,0.004949627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006298309,"about_ca_system_score_gemma":0.02530241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008346388,"about_ca_topic_score_gemma":0.01975227,"domain_scores_codex":[0.8849193,0.05697346,0.0319057,0.00133717,0.02283142,0.002032853],"domain_scores_gemma":[0.7447057,0.1049129,0.01685075,0.007445284,0.122677,0.003408441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005478514,0.001601077,0.01522988,0.02211256,0.0001877354,0.001010338,0.01243351,0.001784618,0.005543037,0.006596096,0.07639028,0.856563],"study_design_scores_gemma":[0.0009537339,0.003233738,0.0746318,0.08481947,0.001013323,0.001335261,0.02881078,0.006153586,0.02470376,0.009933217,0.7638153,0.0005960225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.1002422,0.02646318,0.3150816,0.01650362,0.003541861,0.3736409,0.01453884,0.006174762,0.1438132],"genre_scores_gemma":[0.0386306,0.008282939,0.8319817,0.00151756,0.00008478821,0.1083322,0.00449454,0.000406107,0.006269671],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1265711,"threshold_uncertainty_score":0.6693797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065960433","doi":"10.1108/07378830210432561","title":"Evaluating opportunities for expanded information access: a study of the accessibility of four online databases","year":2002,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CNIB Foundation","funders":"","keywords":"World Wide Web; Encyclopedia; Computer science; The Internet; Resource (disambiguation); Online search; Online database; Database; Multimedia; Library science","authors":[{"name":"Jennifer L. Horwath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4810065202438676,"gpt":0.44241098276796,"spread":0.0385955374759076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009232558,0.0002505434,0.0004053708,0.00230334,0.001834146,0.003142681,0.0007550515,0.001026524,0.00319819],"category_scores_gemma":[0.05780292,0.0004439246,0.0004673804,0.001883391,0.001276263,0.00455559,0.003163717,0.00122138,0.0003304191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200707,"about_ca_system_score_gemma":0.001262008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532727,"about_ca_topic_score_gemma":0.006120965,"domain_scores_codex":[0.9914333,0.005287285,0.0007098114,0.0002778809,0.001570155,0.0007215681],"domain_scores_gemma":[0.9367221,0.04642546,0.007011295,0.001168849,0.005461376,0.003210902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006447951,0.005445063,0.5097781,0.0007317503,0.0001151551,0.002129714,0.3842514,0.0002780779,0.001933735,0.00152541,0.001265987,0.09190083],"study_design_scores_gemma":[0.00008526046,0.003583653,0.5247849,0.0002742849,0.00008359846,0.001267054,0.4528828,0.0009542788,0.001530772,0.0009405481,0.01353779,0.00007523894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997079,0.00005971794,0.0001208191,0.00008990178,0.000002208244,0.00005363449,0.00001977975,0.000003843683,0.002571094],"genre_scores_gemma":[0.9984722,0.000141593,0.000556431,0.00005786941,0.000003961258,0.00007632659,0.00003267639,0.000003088687,0.0006559711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9968573,"threshold_uncertainty_score":0.04882705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594295181","doi":"10.19173/irrodl.v18i1.2621","title":"Use of Social Media in Uncovering Information Services for People with Disabilities in China","year":2017,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Entertainment; Tourism; Social media; Information needs; The Internet; China; Special needs; Work (physics); Public relations; Social needs; Quality (philosophy); Sociology; Business; Internet privacy; Marketing; Psychology; Computer science; World Wide Web; Political science; Engineering","authors":[{"name":"Wenke Wang","is_ca":false},{"name":"Yenchun Jim Wu","is_ca":false},{"name":"Chih-Hung Yuan","is_ca":false},{"name":"Hongxia Xiong","is_ca":false},{"name":"Wan-Ju Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1039731552483115,"gpt":0.4439942289269814,"spread":0.3400210736786698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283547,0.0003184106,0.0003035418,0.004765705,0.001517006,0.001349946,0.0004515722,0.0003773668,0.002106281],"category_scores_gemma":[0.002368151,0.0001510903,0.0003575484,0.004368552,0.0005717149,0.001300266,0.001602054,0.0002639526,0.0001548357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381897,"about_ca_system_score_gemma":0.004004566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1122255,"about_ca_topic_score_gemma":0.1393182,"domain_scores_codex":[0.9991215,0.000219344,0.0001024889,0.00008925259,0.0002621636,0.0002052967],"domain_scores_gemma":[0.9985103,0.0004640663,0.0004229821,0.00004754777,0.0003083769,0.0002465964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007507666,0.0002060156,0.7672935,0.00120425,0.00005924452,0.001015137,0.0885971,0.0001140573,0.0008392513,0.0009780811,0.001686388,0.1379319],"study_design_scores_gemma":[0.000007522242,0.0000920287,0.8734552,0.0005207922,0.00007902681,0.0001805195,0.1171463,0.000513425,0.0003153637,0.0002353965,0.007434049,0.00002037411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935697,0.001740463,0.00007677498,0.0006284708,0.00001274909,0.00005519594,0.0001987421,0.000004559649,0.00371332],"genre_scores_gemma":[0.9962912,0.00217619,0.0001901296,0.00009667513,0.00001146347,0.00004627584,0.0001011619,0.00000189929,0.001084976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122255,"threshold_uncertainty_score":0.2231444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594338580","doi":"10.1145/2993420","title":"Making the field of computing more inclusive","year":2017,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Field (mathematics); Computer science; World Wide Web; Data science; Mathematics","authors":[{"name":"Jonathan Lazar","is_ca":false},{"name":"Elizabeth F. Churchill","is_ca":false},{"name":"Tovi Grossman","is_ca":true},{"name":"Gerrit C. van der Veer","is_ca":false},{"name":"Philippe Palanque","is_ca":false},{"name":"John H. Morris","is_ca":false},{"name":"Jennifer Mankoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1212165848855399,"gpt":0.4831099000019649,"spread":0.361893315116425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.005250953,0.0005512273,0.0006912789,0.002689309,0.005159921,0.01952086,0.001125935,0.003637523,0.02919498],"category_scores_gemma":[0.01397253,0.0003340642,0.0005698063,0.003208636,0.009041749,0.02166589,0.009839872,0.006851415,0.007247011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552728,"about_ca_system_score_gemma":0.007372553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527032,"about_ca_topic_score_gemma":0.003878315,"domain_scores_codex":[0.9940535,0.002644657,0.0001899756,0.0004367297,0.001960028,0.000715178],"domain_scores_gemma":[0.976456,0.01128396,0.0010303,0.00210204,0.002972372,0.006155301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006767815,0.0001554932,0.001892277,0.001190522,0.00003799483,0.0001652968,0.00591637,0.0003873288,0.002620933,0.4187179,0.1970631,0.3717851],"study_design_scores_gemma":[0.000007840401,0.0000528559,0.001421345,0.000689826,0.00001141208,0.0001781226,0.003857593,0.0002592992,0.0004199283,0.1088997,0.8841752,0.00002683697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01304087,0.06168979,0.03126742,0.2651637,0.01188945,0.0001284579,0.0000973513,0.000550309,0.6161727],"genre_scores_gemma":[0.4385264,0.1771,0.04533933,0.08595945,0.03393321,0.000401431,0.0004127201,0.0007488284,0.2175786],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9988741,"threshold_uncertainty_score":0.09766692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1565901981","doi":"","title":"Proceedings of the fifth international ACM conference on Assistive technologies","year":2002,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public relations; Psychology; Political science","authors":[{"name":"Vicki L. Hanson","is_ca":false},{"name":"Julie A. Jacko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07394138624283565,"gpt":0.3176651337889941,"spread":0.2437237475461585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210677,0.00143452,0.001552201,0.001270203,0.001046356,0.005565373,0.001726075,0.00182114,0.1342232],"category_scores_gemma":[0.004409647,0.0003706549,0.0007321115,0.001115341,0.000777186,0.003463852,0.002248626,0.003044517,0.07722116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006007837,"about_ca_system_score_gemma":0.001367722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968729,"about_ca_topic_score_gemma":0.003209215,"domain_scores_codex":[0.9980203,0.0004051788,0.0001720436,0.0003021291,0.0009033647,0.0001970027],"domain_scores_gemma":[0.9972077,0.0007326743,0.00009303767,0.0003393442,0.001059562,0.0005676033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001368124,0.0001230309,0.0005556719,0.000474979,0.00004480786,0.0002035278,0.0002009885,0.0001569171,0.002711567,0.002104234,0.7793174,0.2139702],"study_design_scores_gemma":[0.00001215409,0.00006006414,0.000928792,0.0002363056,0.00002066089,0.0002880517,0.0001678583,0.0007596425,0.0005510095,0.001072052,0.9958829,0.00002059393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0175388,0.1280489,0.0832913,0.01930895,0.1240681,0.001353564,0.00809372,0.01043165,0.607865],"genre_scores_gemma":[0.03084498,0.05843033,0.02981472,0.00610435,0.009729533,0.000703197,0.01742175,0.001241949,0.8457092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1342232,"threshold_uncertainty_score":0.4490212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982954775","doi":"10.1145/2677199.2688806","title":"Tactile Letters","year":2015,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Human–computer interaction; Texture (cosmology); Interface (matter); Dyslexia; Space (punctuation); Learning to read; Multimedia; Artificial intelligence; Reading (process); Linguistics; Image (mathematics)","authors":[{"name":"Min Fan","is_ca":true},{"name":"Alissa N. Antle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09025065650068977,"gpt":0.3578687287256123,"spread":0.2676180722249226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003374754,0.0004466418,0.0004027082,0.0005869866,0.0003865453,0.001630911,0.0004753146,0.000578931,0.03284847],"category_scores_gemma":[0.002873245,0.0001609169,0.0002841764,0.0004527632,0.0004910233,0.001324141,0.00140296,0.0003689565,0.007814048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559064,"about_ca_system_score_gemma":0.0003956717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007231626,"about_ca_topic_score_gemma":0.00149719,"domain_scores_codex":[0.9995558,0.00006355283,0.0000648338,0.00007902755,0.0001861681,0.00005071166],"domain_scores_gemma":[0.9987834,0.0005341074,0.0002163276,0.0001206489,0.0001833964,0.0001621875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004404061,0.0001887257,0.02559497,0.002048861,0.00002662887,0.007690233,0.005333983,0.0004032967,0.08512564,0.006498605,0.01680924,0.8498394],"study_design_scores_gemma":[0.0001361556,0.004335176,0.2401461,0.001336436,0.0001644092,0.07904528,0.01511445,0.001969484,0.06560629,0.009118704,0.5827976,0.0002299485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637753,0.006698461,0.05986854,0.001248533,0.0005633485,0.0004950729,0.002697628,0.006552708,0.1581005],"genre_scores_gemma":[0.8902531,0.002669941,0.04450897,0.0007059944,0.0000590522,0.0002985267,0.001080642,0.0002225708,0.06020134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03284847,"threshold_uncertainty_score":0.1098891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008914037","doi":"10.1145/1367497.1367502","title":"Keysurf","year":2008,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; User interface; Web navigation; Web page; Interface (matter); Human–computer interaction; Process (computing); Key (lock); World Wide Web; Selection (genetic algorithm); Web application; Character (mathematics); Multimedia; Artificial intelligence; Operating system","authors":[{"name":"Leo Spalteholz","is_ca":true},{"name":"Kin Fun Li","is_ca":true},{"name":"Nigel J. Livingston","is_ca":true},{"name":"Foad Hamidi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07225276750013712,"gpt":0.3316969040166385,"spread":0.2594441365165013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001107261,0.001935205,0.001122033,0.002047278,0.0009446222,0.001906074,0.003453579,0.001862225,0.2729663],"category_scores_gemma":[0.006888597,0.0007624733,0.0008120001,0.00119274,0.0003990244,0.004276988,0.003462343,0.001203079,0.1477464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000534752,"about_ca_system_score_gemma":0.0008380097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143108,"about_ca_topic_score_gemma":0.00205338,"domain_scores_codex":[0.9984781,0.0001070344,0.0001329146,0.0003006617,0.000758246,0.0002230017],"domain_scores_gemma":[0.9974769,0.0006994169,0.0001211555,0.0006808256,0.0008313491,0.0001903127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002414545,0.0001635726,0.001752239,0.00119023,0.00008311214,0.0005932327,0.0005542731,0.0006421781,0.0188319,0.01156977,0.5054703,0.4567345],"study_design_scores_gemma":[0.0002182242,0.0002557246,0.002052612,0.000169914,0.00006297901,0.001640351,0.0001097482,0.006808993,0.03036403,0.004401244,0.9537677,0.0001485419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.01770752,0.003943476,0.2553061,0.0006976918,0.001767989,0.001906829,0.02672285,0.4770285,0.2149191],"genre_scores_gemma":[0.1811713,0.002556286,0.1714017,0.002047989,0.0005135808,0.002602644,0.06295869,0.04465446,0.5320933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2729663,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147804670","doi":"10.1109/icalt.2014.167","title":"Designing and Reflecting on Disability-Aware E-learning Systems: The Case of ONTODAPS","year":2014,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"USable; Usability; Computer science; Special needs; Assistive technology; Learning disability; Face (sociological concept); Multimedia; Architecture; Disabled people; Human–computer interaction; Knowledge management; Engineering management; Psychology; Engineering; Applied psychology","authors":[{"name":"Julius T. Nganji","is_ca":true},{"name":"Mike Brayshaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06516541195397825,"gpt":0.3765374500495008,"spread":0.3113720380955226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003857571,0.0005949223,0.0003109545,0.001029662,0.004527407,0.004275258,0.001219337,0.002191638,0.002632694],"category_scores_gemma":[0.009466351,0.0004733787,0.0005019186,0.0004593411,0.005567121,0.005434095,0.006138005,0.001662197,0.0009967695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600104,"about_ca_system_score_gemma":0.002060719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00402376,"about_ca_topic_score_gemma":0.006962833,"domain_scores_codex":[0.9959689,0.002535422,0.0001928739,0.0003398424,0.000671871,0.0002911548],"domain_scores_gemma":[0.9949718,0.00281251,0.0002453871,0.0008844816,0.0005527548,0.000533105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003369685,0.0008332822,0.01911384,0.001275858,0.0000797735,0.01962381,0.4718881,0.007932357,0.05269557,0.09484272,0.01322796,0.3181497],"study_design_scores_gemma":[0.00008259219,0.0007127688,0.0103163,0.0007305566,0.000116786,0.01522168,0.1745421,0.01577108,0.03504567,0.03254881,0.7146097,0.0003019948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6646948,0.0005875056,0.2481801,0.00571853,0.0001785093,0.000690512,0.0001258492,0.001396217,0.07842794],"genre_scores_gemma":[0.8167752,0.0007440525,0.148993,0.0005778128,0.00003495595,0.0002693542,0.00009118111,0.0002781338,0.03223629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004527407,"threshold_uncertainty_score":0.020401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576985424","doi":"10.1007/978-3-642-18452-9_2","title":"Beyond Standards: Unleashing Accessibility on a Learning Content Management System","year":2011,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Computer science; Inclusion (mineral); Archetype; The Internet; Learning Management; Order (exchange); Management science; Knowledge management; Process management; World Wide Web; Engineering","authors":[{"name":"Silvia Mirri","is_ca":false},{"name":"Paola Salomoni","is_ca":false},{"name":"Marco Roccetti","is_ca":false},{"name":"Gregory R. Gay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04464721909530543,"gpt":0.2973486111818673,"spread":0.2527013920865618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003411475,0.0003748474,0.0003585108,0.001382978,0.001547541,0.006878779,0.001732195,0.002550048,0.00759214],"category_scores_gemma":[0.008553104,0.0004670477,0.000536147,0.00137625,0.002085543,0.01268968,0.003922084,0.003221838,0.00244084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526333,"about_ca_system_score_gemma":0.00311091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006040529,"about_ca_topic_score_gemma":0.005863748,"domain_scores_codex":[0.9973541,0.0006436135,0.0001837812,0.0001670684,0.001370655,0.0002807968],"domain_scores_gemma":[0.9951885,0.001707197,0.0001731835,0.001045937,0.00141505,0.0004700594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001279171,0.0002600942,0.001817957,0.0002636359,0.0000210576,0.0003117507,0.005859159,0.001948624,0.007316152,0.2485148,0.04151271,0.6920462],"study_design_scores_gemma":[0.00003870323,0.0003244595,0.002581851,0.0006455753,0.0001049801,0.0007625261,0.0019922,0.01839059,0.01522652,0.1624551,0.7973808,0.00009665658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0713638,0.005619618,0.6045391,0.02304339,0.003331848,0.0003738602,0.0002031492,0.009161687,0.2823635],"genre_scores_gemma":[0.5268616,0.008932224,0.2312362,0.005214301,0.001770398,0.0003419584,0.0008595424,0.002691551,0.2220923],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00759214,"threshold_uncertainty_score":0.02539825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967132760","doi":"10.1145/3315002.3332429","title":"The Value of Being Different","year":2019,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Checklist; Value (mathematics); Computer science; Significant difference; Computer security; Internet privacy; Psychology; Statistics; Mathematics; Cognitive psychology; Machine learning","authors":[{"name":"Jutta Treviranus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.012063756469997,"gpt":0.2928019071185328,"spread":0.2807381506485357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02505003,0.000573959,0.0009193772,0.001919449,0.007694591,0.01255509,0.001950752,0.007099692,0.01471142],"category_scores_gemma":[0.07123793,0.0003770762,0.0006359533,0.001500591,0.06206239,0.0254828,0.01528041,0.01024877,0.002567121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005163159,"about_ca_system_score_gemma":0.004905454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287428,"about_ca_topic_score_gemma":0.002697921,"domain_scores_codex":[0.953836,0.03283777,0.001173984,0.00247115,0.007482453,0.002198671],"domain_scores_gemma":[0.9397079,0.03426146,0.00275407,0.007793639,0.007895666,0.007587253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001660949,0.00006026319,0.005574489,0.0002239015,0.00008177266,0.0004027378,0.01932257,0.000239025,0.000193754,0.8659862,0.03689402,0.07085518],"study_design_scores_gemma":[0.00004956951,0.0000968088,0.003145924,0.0006790832,0.00005551681,0.001163598,0.02241667,0.0002527421,0.000230813,0.7736276,0.1981849,0.00009674245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04033969,0.01500303,0.01497613,0.4253175,0.007442806,0.00006456679,0.0002409649,0.000131457,0.4964839],"genre_scores_gemma":[0.9029353,0.006229578,0.00579318,0.06538685,0.003041653,0.0001288158,0.0001663353,0.0001674986,0.01615086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02505003,"threshold_uncertainty_score":0.1324788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W231179736","doi":"","title":"EMERGING TECHNOLOGIES -- Accessibility and Web Design : Why Does It Matter?","year":2001,"lang":"en","type":"article","venue":"Language learning & technology","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Web accessibility; The Internet; Public relations; Internet privacy; Government (linguistics); World Wide Web; Business; Computer science; Web standards; Political science","authors":[{"name":"Bob Godwin-Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0146116525664749,"gpt":0.3100663299062478,"spread":0.2954546773397729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01190151,0.0007292763,0.001036124,0.002739914,0.00356592,0.0197496,0.001412268,0.007421446,0.009738881],"category_scores_gemma":[0.02244982,0.0004171815,0.0004587843,0.002943484,0.01772467,0.03240507,0.004274002,0.00697241,0.004215834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003533913,"about_ca_system_score_gemma":0.002717366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002639621,"about_ca_topic_score_gemma":0.00249487,"domain_scores_codex":[0.984213,0.01109095,0.0006123832,0.0007126075,0.002808738,0.0005623462],"domain_scores_gemma":[0.9707354,0.02105954,0.001041228,0.0011278,0.004564687,0.001471257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006810875,0.0001475662,0.00527303,0.002172411,0.00005507153,0.0004408153,0.02100158,0.0003617527,0.0003650238,0.534521,0.1437198,0.2918739],"study_design_scores_gemma":[0.00002289864,0.00009287216,0.002770799,0.003582625,0.00003493911,0.000970809,0.01913042,0.0003344771,0.0003119231,0.32184,0.6508651,0.00004312557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0102801,0.2754702,0.015889,0.5879559,0.006448431,0.00005809657,0.0001060403,0.0002601662,0.1035322],"genre_scores_gemma":[0.4578148,0.3321426,0.02016687,0.1166344,0.01507269,0.0003840625,0.0002842056,0.0006953293,0.05680502],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0197496,"threshold_uncertainty_score":0.06294197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W66606","doi":"10.1177/0145482x0309700304","title":"Strategies Used by Visually Impaired Teachers of Students with Visual Impairments to Manage the Visual Demands of Their Professional Role","year":2003,"lang":"en","type":"article","venue":"Journal of Visual Impairment & Blindness","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Visually impaired; Visual impairment; Psychology; Blindness; Low vision; Professional development; Medical education; Applied psychology; Pedagogy; Medicine; Optometry","authors":[{"name":"Sandra Lewis","is_ca":false},{"name":"Anne L. Corn","is_ca":false},{"name":"Jane N. Erin","is_ca":false},{"name":"M. Cay Holbrook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01494207154579674,"gpt":0.3708064137778576,"spread":0.3558643422320609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001534244,0.0005234146,0.0004596999,0.001015816,0.002015677,0.002285015,0.001038806,0.001526362,0.001052434],"category_scores_gemma":[0.01323141,0.0004969041,0.0003592882,0.0004027642,0.00169498,0.0008663582,0.00148443,0.001282285,0.000393055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312086,"about_ca_system_score_gemma":0.002778936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137109,"about_ca_topic_score_gemma":0.02384577,"domain_scores_codex":[0.9986936,0.0005746158,0.00009268798,0.00009409078,0.0001891749,0.0003557503],"domain_scores_gemma":[0.995387,0.001696445,0.001143027,0.0001819899,0.0009191195,0.0006723992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002543597,0.001458987,0.1236086,0.0005575727,0.00003262135,0.004000948,0.7761894,0.0004925118,0.01419302,0.0005291289,0.00132269,0.07736012],"study_design_scores_gemma":[0.00007864764,0.001124725,0.08887025,0.0004021716,0.00007665115,0.00359748,0.8811959,0.000811009,0.004656434,0.0004688713,0.01862383,0.00009392633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968257,0.0002666005,0.0006629574,0.0002949173,0.00001095157,0.00009354267,0.000009501363,0.0000229923,0.001812888],"genre_scores_gemma":[0.9928327,0.0007824478,0.002862361,0.000157762,0.000005086048,0.000113845,0.00002267527,0.0000118351,0.003211325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137109,"threshold_uncertainty_score":0.02260977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592029863","doi":"10.1037/xlm0000387","title":"Accessibility limits recall from visual working memory.","year":2017,"lang":"en","type":"article","venue":"Journal of Experimental Psychology Learning Memory and Cognition","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Computer science; Working memory; Recall; Encoding (memory); Object (grammar); Cognitive psychology; Artificial intelligence; Cued speech; Psychology; Cognition; Neuroscience","authors":[{"name":"Jason Rajsic","is_ca":true},{"name":"Garrett Swan","is_ca":false},{"name":"Daryl E. Wilson","is_ca":true},{"name":"Jay Pratt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08171335900988569,"gpt":0.4302558420613692,"spread":0.3485424830514836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003294941,0.0006179862,0.0007491905,0.0007639093,0.0003513847,0.002570477,0.001597881,0.001004972,0.004980537],"category_scores_gemma":[0.0377799,0.00043944,0.0006258064,0.0005832248,0.001468078,0.005717484,0.003393929,0.001601124,0.0009699099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008628569,"about_ca_system_score_gemma":0.0006233039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823162,"about_ca_topic_score_gemma":0.001361876,"domain_scores_codex":[0.9974933,0.0004872323,0.0003020032,0.0005428955,0.001049315,0.000125292],"domain_scores_gemma":[0.9672775,0.01915078,0.004512084,0.007185429,0.001223785,0.0006503084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002504628,0.0005802847,0.07209606,0.002587923,0.0008925604,0.001623899,0.00460189,0.01773733,0.2412047,0.0572448,0.004127575,0.5947984],"study_design_scores_gemma":[0.0002600343,0.00312568,0.2205793,0.001287228,0.0009806012,0.01079352,0.002276948,0.06464094,0.2948017,0.3583536,0.04248569,0.0004148331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8033022,0.007774415,0.1650619,0.001153776,0.0002131015,0.0002020538,0.0007230635,0.0009470698,0.02062244],"genre_scores_gemma":[0.9856248,0.001539856,0.00969162,0.0002240798,0.00006074284,0.00007929359,0.0003993503,0.0001146966,0.002265437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004980537,"threshold_uncertainty_score":0.01742554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1605201204","doi":"10.1007/978-3-319-08596-8_18","title":"Accessibility of E-Commerce Websites for Vision-Impaired Persons","year":2014,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"JavaScript; Animation; Visually impaired; Computer science; Web accessibility; Low vision; World Wide Web; Internet privacy; Multimedia; Web page; Human–computer interaction; Computer graphics (images); Optometry; Medicine; Web standards","authors":[{"name":"Roopa Bose","is_ca":true},{"name":"Helmut Jürgensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03090012122887054,"gpt":0.3254490902445379,"spread":0.2945489690156674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402425,0.0001946718,0.0001775211,0.001380768,0.0005009572,0.001822019,0.0004317189,0.0005909199,0.01325655],"category_scores_gemma":[0.004022669,0.0001090865,0.0004256325,0.0007949814,0.000229471,0.001467016,0.0009449035,0.0003824324,0.001595244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846399,"about_ca_system_score_gemma":0.0003507606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00429097,"about_ca_topic_score_gemma":0.00523837,"domain_scores_codex":[0.9995893,0.0001071088,0.0000364947,0.00004171973,0.000146105,0.00007939356],"domain_scores_gemma":[0.9984641,0.0008135772,0.0002209311,0.00007064407,0.0003043838,0.0001264816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006206873,0.00094143,0.2497508,0.001209833,0.00008738843,0.00252491,0.01940979,0.0005740841,0.006944531,0.005651654,0.02123642,0.6910484],"study_design_scores_gemma":[0.00003336106,0.001185957,0.838419,0.002134865,0.0003047264,0.01610683,0.04097375,0.003553815,0.01268979,0.009113696,0.07537069,0.0001136368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8874183,0.006877188,0.002219085,0.0009004963,0.00006621881,0.00005137824,0.0007393403,0.0001614944,0.1015665],"genre_scores_gemma":[0.9839126,0.00298757,0.001025424,0.0001025692,0.0000248828,0.00001129434,0.0004299933,0.00002328197,0.01148225],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01325655,"threshold_uncertainty_score":0.04434758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901140760","doi":"10.1109/iemcon.2018.8614771","title":"A Voice Controlled E-Commerce Web Application","year":2018,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Personalization; Web application; IBM; Analytics; User interface; Web service; Serviceability (structure); Service (business)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02141595217772369,"gpt":0.3371757008495896,"spread":0.3157597486718659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003615165,0.0006100176,0.0004327767,0.0006269105,0.0005708968,0.001044019,0.0008401618,0.001068379,0.0136662],"category_scores_gemma":[0.0008792878,0.0002484344,0.000292432,0.0005031602,0.0002012999,0.0008974933,0.0005500648,0.0005117613,0.007415695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001908399,"about_ca_system_score_gemma":0.0004357539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151635,"about_ca_topic_score_gemma":0.0009018118,"domain_scores_codex":[0.9996407,0.00006555653,0.0000353014,0.00006464304,0.0001698081,0.00002404554],"domain_scores_gemma":[0.9995673,0.0001186971,0.00002119273,0.0000584753,0.0001593582,0.00007501434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001439024,0.001740683,0.005620042,0.0009360981,0.0001004418,0.007982193,0.001390333,0.003241087,0.2631303,0.01052085,0.103089,0.6008099],"study_design_scores_gemma":[0.0007165669,0.002445308,0.02489682,0.0002652465,0.0002296785,0.01482464,0.0009504369,0.1984449,0.2147262,0.006726145,0.5353966,0.0003775691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.2265368,0.001310299,0.4005527,0.001496709,0.0005532374,0.005388631,0.00339457,0.192561,0.168206],"genre_scores_gemma":[0.5778384,0.0009660248,0.2705967,0.0015029,0.0002519298,0.001025638,0.004716082,0.002738006,0.1403643],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0136662,"threshold_uncertainty_score":0.04571795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030064064","doi":"10.1109/hicss.2012.578","title":"The Missing Link: Intention to Produce Online Content Accessible to People with Disabilities by Non-professionals","year":2012,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Incentive; Perception; Computer science; Psychology; Test (biology); Content (measure theory); Internet privacy; Universal design; Applied psychology; Multimedia; World Wide Web","authors":[{"name":"Karine Nahon","is_ca":false},{"name":"Izak Benbasat","is_ca":true},{"name":"Camille Grangé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06708564413744972,"gpt":0.3699209344348136,"spread":0.3028352902973639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004082004,0.0002082964,0.0002175581,0.0008461581,0.0005736328,0.001682239,0.0004677697,0.001224138,0.00492081],"category_scores_gemma":[0.03482219,0.0002547928,0.0004670758,0.0003036414,0.0009830288,0.001268835,0.00111253,0.001457694,0.0008385864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582383,"about_ca_system_score_gemma":0.0007674536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961834,"about_ca_topic_score_gemma":0.002287429,"domain_scores_codex":[0.9977161,0.001021267,0.0002408205,0.0001474863,0.0006954689,0.0001789604],"domain_scores_gemma":[0.9499976,0.03101841,0.009690172,0.00201318,0.003835307,0.003445291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002763318,0.003266912,0.9247548,0.0003739232,0.0001204372,0.0003229259,0.02940856,0.0002963711,0.002161103,0.002172954,0.001263348,0.03558233],"study_design_scores_gemma":[0.00005819525,0.0009442171,0.9623846,0.0002463666,0.0001552511,0.0004122274,0.02524746,0.003332881,0.001894632,0.00146386,0.003791866,0.00006847869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929929,0.00004679172,0.0006806896,0.0003497163,0.00001517255,0.0000819478,0.0000585319,0.0000185627,0.005755645],"genre_scores_gemma":[0.9973865,0.00005175196,0.001084537,0.0001128338,0.000007854925,0.0000770591,0.0000688529,0.00000786281,0.001202642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00492081,"threshold_uncertainty_score":0.02158797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097625210","doi":"10.1177/0265532211404195","title":"Test review: ACCESS for ELLs <sup>®</sup>","year":2011,"lang":"en","type":"article","venue":"Language Testing","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Ell; Psychology; Test (biology); Language proficiency; Mathematics education; Teaching method; Geology","authors":[{"name":"Janna Fox","is_ca":true},{"name":"Shelley Fairbairn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1337333077180752,"gpt":0.3811891609412508,"spread":0.2474558532231756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008904257,0.001093938,0.002257954,0.004807801,0.0009007775,0.00259656,0.002525527,0.004017615,0.03004872],"category_scores_gemma":[0.05556104,0.0003270379,0.001467699,0.003879894,0.001178419,0.002425928,0.001683206,0.001702741,0.009522787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127009,"about_ca_system_score_gemma":0.01113778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287857,"about_ca_topic_score_gemma":0.02879425,"domain_scores_codex":[0.9929445,0.002518984,0.001380812,0.0002921138,0.002514786,0.0003489136],"domain_scores_gemma":[0.9455424,0.02070571,0.005420247,0.0008102643,0.02489896,0.002622413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003812473,0.00008989713,0.0006822021,0.02383716,0.0001691613,0.0001814362,0.00008837107,0.00006076592,0.0004976707,0.0008145637,0.6007603,0.3724371],"study_design_scores_gemma":[0.0003318097,0.0006418225,0.00772302,0.05290999,0.001178428,0.0007828777,0.0003127724,0.0001309024,0.001203396,0.001050576,0.9336714,0.00006294154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003509116,0.8056568,0.001562878,0.09603358,0.04300225,0.001409912,0.00451857,0.0003201432,0.04398683],"genre_scores_gemma":[0.03543705,0.7901912,0.00475729,0.06598925,0.01749501,0.002111738,0.008913721,0.0002619448,0.07484279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03004872,"threshold_uncertainty_score":0.100523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092264259","doi":"10.1145/1085313.1085320","title":"Accessibility of graphics in technical documentation for the cognitive and visually impaired","year":2005,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; The Internet; Graphics; Documentation; World Wide Web; XHTML; Multimedia; Presentation (obstetrics); Retrievability; Cognition; Internet privacy; XML; Human–computer interaction; Markup language","authors":[{"name":"Steve Murphy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03723107448193877,"gpt":0.4022739519822331,"spread":0.3650428775002944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255379,0.0003902322,0.0002147663,0.001462721,0.002066342,0.004415862,0.0005322268,0.001231068,0.01215249],"category_scores_gemma":[0.00790807,0.000161242,0.0002429154,0.001446731,0.001832305,0.002567278,0.002498422,0.0009358975,0.001613249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098695,"about_ca_system_score_gemma":0.001169534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762189,"about_ca_topic_score_gemma":0.003986865,"domain_scores_codex":[0.9988669,0.0005997906,0.0001176201,0.00004146958,0.0002695713,0.0001045971],"domain_scores_gemma":[0.9969503,0.001935518,0.0003299593,0.0001931693,0.0004261775,0.0001649632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002037803,0.000186722,0.006930222,0.002241675,0.0000158713,0.003197426,0.05758701,0.0008142283,0.00777449,0.08060949,0.1634964,0.6769427],"study_design_scores_gemma":[0.00002496012,0.0003564173,0.01410132,0.001838975,0.00005508827,0.006202844,0.02230131,0.0008288753,0.004749716,0.02778068,0.9216959,0.00006398419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2003759,0.05145274,0.04898944,0.03561364,0.00431111,0.0002381207,0.0002706596,0.002590423,0.656158],"genre_scores_gemma":[0.7984639,0.02902515,0.02486555,0.00418669,0.001195214,0.0001587715,0.0001972146,0.0004420089,0.1414654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01215249,"threshold_uncertainty_score":0.04065412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888264706","doi":"10.1002/leap.1197","title":"An assessment of the accessibility of PDF versions of selected journal articles published in a WCAG 2.0 era (2014–2018)","year":2018,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; World Wide Web; Screen reader; Workflow; Adobe; Information retrieval; Visually impaired; Multimedia; Library science; Database; Human–computer interaction","authors":[{"name":"Julius T. Nganji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03531294135233561,"gpt":0.3693097138274648,"spread":0.3339967724751292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008476767,0.0003097009,0.0004083334,0.03411368,0.0008802468,0.003356347,0.0004892402,0.0005814509,0.005365858],"category_scores_gemma":[0.0546844,0.0002986071,0.000414262,0.01650678,0.0006451335,0.00266598,0.001484298,0.0003612641,0.001616678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007481931,"about_ca_system_score_gemma":0.001002225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340721,"about_ca_topic_score_gemma":0.004072154,"domain_scores_codex":[0.9950015,0.000708906,0.001570032,0.0004338241,0.002058087,0.0002276078],"domain_scores_gemma":[0.883508,0.04180737,0.0299219,0.003804155,0.03894977,0.002008857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501765,0.0002722941,0.6604253,0.003563481,0.0003085849,0.003202975,0.01165576,0.00029674,0.01174192,0.0005820802,0.008461226,0.2979878],"study_design_scores_gemma":[0.00001691635,0.0002192905,0.9718085,0.0003486726,0.0001267709,0.001997758,0.002784133,0.0002145238,0.003235419,0.0001493318,0.01905682,0.0000418141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620002,0.003714554,0.001451237,0.0004561475,0.0002276173,0.0004371535,0.0145705,0.0002950054,0.01684752],"genre_scores_gemma":[0.9705235,0.003853047,0.00837579,0.0001973413,0.0003627842,0.0003945281,0.009147147,0.0001457455,0.00700018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966437,"threshold_uncertainty_score":0.04482996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981956847","doi":"","title":"Public access to research data in language documentation: Challenges and possible strategies","year":2019,"lang":"en","type":"preprint","venue":"Kölner Universitäts PublikationsServer (Universität zu Köln)","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Canarie","funders":"Universität zu Köln; Volkswagen Foundation","keywords":"Documentation; Computer science; Data science; World Wide Web; Programming language","authors":[{"name":"Mandana Seyfeddinipur","is_ca":false},{"name":"Felix K. Ameka","is_ca":false},{"name":"Lissant Bolton","is_ca":false},{"name":"Jonathan Blumtritt","is_ca":false},{"name":"Brian Carpenter","is_ca":false},{"name":"Hilaria Cruz","is_ca":false},{"name":"Sebastian Drude","is_ca":true},{"name":"Patience Epps","is_ca":false},{"name":"Vera Ferreira","is_ca":false},{"name":"Ana Vilacy Galúcio","is_ca":false},{"name":"Birgit Hellwig","is_ca":false},{"name":"Oliver Hinte","is_ca":false},{"name":"Gary Holton","is_ca":false},{"name":"Dagmar Jung","is_ca":false},{"name":"Irmgarda Kasinskaite Buddeberg","is_ca":false},{"name":"Manfred Krifka","is_ca":false},{"name":"Susan Smythe Kung","is_ca":false},{"name":"Miyuki Monroig","is_ca":false},{"name":"Ayu'nwi N. Neba","is_ca":false},{"name":"Sebastian Nordhoff","is_ca":false},{"name":"Brigitte Pakendorf","is_ca":false},{"name":"Kilu von Prince","is_ca":false},{"name":"Felix Rau","is_ca":false},{"name":"Keren Rice","is_ca":true},{"name":"Michael Rießler","is_ca":false},{"name":"Nick Thieberger","is_ca":false},{"name":"Paul Trilsbeek","is_ca":false},{"name":"Hein van der Voort","is_ca":false},{"name":"Tony Woodbury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3526547041530748,"gpt":0.443558721869071,"spread":0.09090401771599621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.3698595,0.001288966,0.003849919,0.01253628,0.02629852,0.07211955,0.01275773,0.03333825,0.0225582],"category_scores_gemma":[0.5419603,0.002559602,0.002713784,0.01539253,0.06486318,0.1115915,0.07275767,0.0340035,0.005563949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0190941,"about_ca_system_score_gemma":0.07531468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180183,"about_ca_topic_score_gemma":0.008311253,"domain_scores_codex":[0.6373507,0.2764466,0.02250402,0.01362739,0.03671855,0.0133527],"domain_scores_gemma":[0.1733727,0.6893376,0.02450293,0.05773721,0.03652632,0.01852332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001344734,0.0003907103,0.004138276,0.002703295,0.00008404528,0.001053515,0.04842313,0.0008866008,0.0004207907,0.6908844,0.08934084,0.1615399],"study_design_scores_gemma":[0.0001661276,0.0001201528,0.00169225,0.01046607,0.00006889978,0.001008805,0.07738739,0.001918394,0.0005269494,0.6174071,0.2890081,0.0002299123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004752455,0.0112637,0.02083694,0.938128,0.001687288,0.0002828646,0.000105343,0.0002395458,0.02270383],"genre_scores_gemma":[0.5619237,0.04364696,0.1081842,0.2172186,0.01471487,0.006332587,0.00132342,0.001185837,0.04546975],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9872423,"threshold_uncertainty_score":0.7770755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}