{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":26,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":26,"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":"64e13495062f","filters":{"venue":"ACM SIGACCESS Accessibility and Computing"}},"results":[{"id":"W1975425733","doi":"10.1145/1055680.1055683","title":"The Aphasia project","year":2004,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Aphasia; Comprehension; Everyday life; Rehabilitation; Psychology; Social isolation; Stroke (engine); Cognitive psychology; Computer science; Psychiatry; Neuroscience","authors":[{"name":"Karyn Moffatt","is_ca":true},{"name":"Rhian Davies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0550325168107042,"gpt":0.3536954829918243,"spread":0.2986629661811201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006055753,0.0001809557,0.0001781156,0.0000476701,0.001259294,0.0004404466,0.001232518,0.0000779425,0.000005228867],"category_scores_gemma":[0.002309299,0.0001127009,0.00006267639,0.0003587752,0.0004558886,0.0003270842,0.0008753159,0.0003168758,0.000007041433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002048528,"about_ca_system_score_gemma":0.00008315325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001396267,"about_ca_topic_score_gemma":0.00004718821,"domain_scores_codex":[0.9982041,0.0001930534,0.0003374574,0.0006710391,0.0001800117,0.0004143174],"domain_scores_gemma":[0.9978888,0.001228391,0.000160198,0.0006246754,0.00003746066,0.00006044411],"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":[0.0003527625,0.000666575,0.03533387,0.0002567622,0.00004401881,0.001971552,0.01113584,0.000166553,0.2238649,0.0098079,0.0002420986,0.7161571],"study_design_scores_gemma":[0.004470225,0.0005435791,0.03826121,0.0002450521,0.00007308797,0.002750208,0.002762101,0.0008877155,0.7734929,0.1714254,0.003473248,0.001615287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964224,0.0003218091,0.0002679993,0.001272445,0.0003252607,0.0003121371,0.000002569805,0.0001640747,0.0009113189],"genre_scores_gemma":[0.9979177,0.0000550376,0.0002799154,0.001504436,0.0001785756,0.000006739806,9.76749e-7,0.00001159824,0.00004506839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7145419,"threshold_uncertainty_score":0.9685597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105331304","doi":"10.1145/1055674.1055676","title":"American Sign Language natural language generation and machine translation","year":2005,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Hand Gesture Recognition Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Closed captioning; American Sign Language; Interpreter; Computer science; Reading (process); Machine translation; Sign language; Linguistics; American English; Literacy; Sign (mathematics); Natural language processing; Artificial intelligence; Psychology; Pedagogy; Programming language","authors":[{"name":"Matt Huenerfauth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03063164577929895,"gpt":0.3076670828060249,"spread":0.277035437026726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496784,0.0001862731,0.0002527164,0.0001072671,0.0002742277,0.0006306263,0.0005587807,0.00005455726,0.00000659292],"category_scores_gemma":[0.0001115982,0.000161023,0.00003953473,0.0003849229,0.00007769364,0.001191363,0.0003176924,0.0002079466,0.000004036049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002490653,"about_ca_system_score_gemma":0.00002154572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002572136,"about_ca_topic_score_gemma":0.0004199239,"domain_scores_codex":[0.9983599,0.0002126351,0.0003625025,0.0005842459,0.0002343497,0.0002464009],"domain_scores_gemma":[0.998902,0.0002990812,0.0001952467,0.0004369012,0.00006222638,0.000104517],"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":[0.00000463287,0.00002527937,0.005814012,0.00003004504,0.00001030586,0.000003634491,0.005130086,0.00003163034,0.002998832,0.00006300565,0.00001280979,0.9858757],"study_design_scores_gemma":[0.001099151,0.00008567435,0.09419649,0.0000738539,0.00002450152,0.00006665998,0.0009192076,0.8902171,0.01223716,0.0001925623,0.0002737558,0.0006138473],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294166,0.00420906,0.164714,0.0009569215,0.0001363951,0.0002002718,0.000003336302,0.0001742404,0.0001891646],"genre_scores_gemma":[0.9765891,0.00002076719,0.02247117,0.0004558696,0.000406441,0.000005686755,0.00001849985,0.000009120095,0.00002331759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9852619,"threshold_uncertainty_score":0.6566326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046136296","doi":"10.1145/2591357.2591361","title":"Motion-based game interaction for older adults","year":2014,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":4,"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":"Context (archaeology); Motion (physics); Life expectancy; Psychology; Variety (cybernetics); Cognition; Video game; Applied psychology; Quality of life (healthcare); Multimedia; Gerontology; Computer science; Medicine; Population","authors":[{"name":"Kathrin Gerling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0224175332794899,"gpt":0.3339074960168519,"spread":0.311489962737362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392063,0.0001673188,0.0002413732,0.0001253019,0.0008045777,0.0002911491,0.0008096225,0.0002182107,0.00003678273],"category_scores_gemma":[0.003485465,0.0001675288,0.00007937702,0.0003186929,0.0002826357,0.0006111568,0.0002313502,0.0002271743,0.000004394648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007231695,"about_ca_system_score_gemma":0.00006338503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060514,"about_ca_topic_score_gemma":0.001187808,"domain_scores_codex":[0.9981207,0.0002273607,0.0003708135,0.0006344244,0.0002302479,0.000416432],"domain_scores_gemma":[0.9973347,0.001585164,0.0002506747,0.0004725489,0.0002423184,0.0001146316],"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":[0.00007550769,0.0001555314,0.1629734,0.0001764473,0.00001437315,4.519869e-7,0.005890884,0.00008800628,0.00002489395,0.002443484,0.00009869823,0.8280583],"study_design_scores_gemma":[0.00443684,0.0001628561,0.8083802,0.000738121,0.00007161056,0.000001746809,0.008218528,0.1362192,0.003147585,0.03383789,0.003873863,0.0009115534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029723,0.0000499887,0.09274477,0.002262626,0.0004506533,0.0005878023,0.000002879031,0.0004047088,0.000524268],"genre_scores_gemma":[0.996268,0.000003856392,0.002897938,0.0004423178,0.000302484,0.00003528576,0.000009838395,0.00001515261,0.00002507459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8271468,"threshold_uncertainty_score":0.6831627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993314117","doi":"10.1145/2140446.2140448","title":"Accessibility for individuals with color vision deficiency","year":2012,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":4,"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":"Computer science; Computer vision; Artificial intelligence; Color vision; Calibration; Human–computer interaction; Mathematics","authors":[{"name":"David R. Flatla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08334729475526746,"gpt":0.3853839731458157,"spread":0.3020366783905483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002070388,0.000358959,0.0004146063,0.0001376302,0.001310355,0.0008312883,0.001154851,0.0001788468,0.0001046342],"category_scores_gemma":[0.002003948,0.000272081,0.00008234649,0.0006945915,0.0003130412,0.002397178,0.0008413236,0.0002969055,0.00001210523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005812995,"about_ca_system_score_gemma":0.00008614704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001729976,"about_ca_topic_score_gemma":0.000006734874,"domain_scores_codex":[0.9966886,0.0002811183,0.0005957956,0.001081007,0.0005111395,0.0008423608],"domain_scores_gemma":[0.9971573,0.001303526,0.0004017237,0.0006754413,0.0001377903,0.0003242363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005596111,0.00187502,0.5612583,0.001256854,0.00001741223,0.000002783158,0.005925548,0.00007862764,0.09368817,0.005786461,0.0001677587,0.3293835],"study_design_scores_gemma":[0.00407929,0.001230456,0.6542671,0.0003817088,0.0001396689,0.00007006864,0.001581801,0.01359506,0.2955536,0.02615294,0.001156003,0.001792296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643798,0.0001596678,0.0330754,0.0002703503,0.0003348778,0.0008012612,0.00002090163,0.0002642524,0.0006934588],"genre_scores_gemma":[0.9901114,0.00001036538,0.008290335,0.001229162,0.0002172303,0.00004836876,0.000008393036,0.00003378532,0.00005092606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3275912,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010254105","doi":"10.1145/3386402.3386409","title":"Design and evaluation of a context-adaptive AAC application for people with aphasia","year":2020,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":4,"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":"Computer science; Context (archaeology); Augmentative and alternative communication; Vocabulary; Aphasia; Augmentative; Human–computer interaction; Work (physics); Multimedia; Natural language processing; Linguistics; Cognitive psychology; Psychology","authors":[{"name":"Maurício Fontana de Vargas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1873265415395488,"gpt":0.4561251056966855,"spread":0.2687985641571367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002779237,0.0001431767,0.0003599924,0.00004205939,0.0006724219,0.00001444807,0.0004393478,0.0001589781,0.00001478052],"category_scores_gemma":[0.001299968,0.0001195265,0.00002443705,0.0002784237,0.0002316212,0.0002059988,0.0005047075,0.0003125107,8.378311e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000544176,"about_ca_system_score_gemma":0.0002312847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394525,"about_ca_topic_score_gemma":0.0001338922,"domain_scores_codex":[0.9978293,0.0007790485,0.0005082049,0.0004767022,0.0002068636,0.0001999495],"domain_scores_gemma":[0.9955437,0.002468308,0.0005457061,0.0005250577,0.0008288641,0.00008841929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007820396,0.0001159155,0.6266311,0.0004896759,0.00006433058,9.382377e-8,0.00627298,0.0001649124,0.0004619886,0.001650257,0.00005597683,0.3633107],"study_design_scores_gemma":[0.002759369,0.0003044733,0.5865576,0.0001332915,0.0001570072,8.400823e-7,0.007473267,0.3949824,0.0004893442,0.006886456,0.00006197049,0.0001939794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6012318,0.000322943,0.3946275,0.001412186,0.00001562674,0.002217032,0.000005793483,0.00007052848,0.00009658207],"genre_scores_gemma":[0.9820569,0.00001299193,0.01696676,0.0004630418,0.00003088711,0.0004431711,0.00001269993,0.00001165271,0.000001912602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3948175,"threshold_uncertainty_score":0.5171794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003207877","doi":"10.1145/1029014.1028658","title":"The ethnographically informed participatory design of a PD application to support communication","year":2003,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":3,"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":"Usability; Aphasia; Computer science; Participatory design; Modalities; Citizen journalism; Human–computer interaction; Fidelity; Set (abstract data type); Key (lock); Knowledge management; World Wide Web; Psychology; Sociology; Engineering; Cognitive psychology","authors":[{"name":"Rhian Davies","is_ca":true},{"name":"Skip Marcella","is_ca":true},{"name":"Joanna McGrenere","is_ca":true},{"name":"Barbara Purves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.10644600219855,"gpt":0.3809500279964403,"spread":0.2745040257978903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001680137,0.0001308605,0.0001848158,0.00006276171,0.0006109466,0.0001159059,0.001049621,0.000081873,0.000007588635],"category_scores_gemma":[0.004896482,0.00009354889,0.00003905514,0.00045944,0.0003969181,0.0002190382,0.0004298186,0.0002143366,0.000003620572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001120447,"about_ca_system_score_gemma":0.00008675501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003063957,"about_ca_topic_score_gemma":0.00004747762,"domain_scores_codex":[0.9980034,0.0006418606,0.000520077,0.000378597,0.0001735122,0.000282602],"domain_scores_gemma":[0.9950612,0.003576841,0.0002729209,0.0009030922,0.00009479111,0.00009117179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005359871,0.0006929233,0.1484582,0.0003238663,0.00004842571,0.00002623576,0.01848594,0.001237164,0.4152204,0.01271311,0.0003295061,0.4019282],"study_design_scores_gemma":[0.001680667,0.000823455,0.07365788,0.0001377177,0.00008625854,0.0001056304,0.002522766,0.006010863,0.8697561,0.04171209,0.00255235,0.0009542127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883092,0.0001021956,0.01030676,0.0003279728,0.00006044247,0.0005160856,0.000002209692,0.00005736082,0.0003177508],"genre_scores_gemma":[0.9971615,0.00004924288,0.001536261,0.001187453,0.0000136895,0.00003339099,0.000001723421,0.000007808009,0.00000891281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4545357,"threshold_uncertainty_score":0.5861899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016455240","doi":"10.1145/1328567.1328573","title":"Increasing the accessibility of pen-based technology","year":2007,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":2,"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; Slipping; Data science; Work (physics); Human–computer interaction; Engineering","authors":[{"name":"Karyn Moffatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02129015324482303,"gpt":0.3201593359657453,"spread":0.2988691827209222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003611866,0.0002617325,0.0003838634,0.0002682919,0.0005911422,0.0003101458,0.003801789,0.0001561771,0.00001405966],"category_scores_gemma":[0.001874432,0.0001895905,0.0001190933,0.00136173,0.0004598717,0.001152804,0.002320122,0.0004668521,0.000002515186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006314905,"about_ca_system_score_gemma":0.000127808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002566008,"about_ca_topic_score_gemma":0.00004593168,"domain_scores_codex":[0.9972629,0.0002468646,0.0007659977,0.0008220245,0.0003618377,0.0005403935],"domain_scores_gemma":[0.9947421,0.002516904,0.0005682632,0.001595088,0.0004799409,0.00009769855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001562005,0.0002995331,0.8299379,0.0001630971,0.00005156082,0.00001479642,0.0009466092,0.00004621696,0.02897766,0.01324483,0.00001812756,0.1261434],"study_design_scores_gemma":[0.0005430149,0.00009618968,0.820084,0.0001197396,0.00002098512,0.00002054794,0.00067276,0.01531931,0.1474315,0.01535624,0.00004189628,0.0002937439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7136506,0.0002239932,0.2839895,0.0007452299,0.000200231,0.0002168182,0.000001188684,0.00005265002,0.000919742],"genre_scores_gemma":[0.9904299,0.000003076669,0.008909713,0.0005733126,0.00006234965,0.000003699269,0.000002192003,0.00001017603,0.000005518038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2767794,"threshold_uncertainty_score":0.7731276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320913695","doi":"10.1145/3584732.3584736","title":"Supporting Physical Activity in Later Life: Perspectives From Older Adults","year":2023,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":2,"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":"Design technology; Research design; Population ageing; Process (computing); Population; Older people; Psychology; User needs; Gerontology; Knowledge management; Computer science; Engineering; Medicine; Sociology; Internet privacy; Systems engineering","authors":[{"name":"Muhe Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02514037943361619,"gpt":0.3514062554415431,"spread":0.3262658760079269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006785864,0.000255215,0.0003722993,0.0003430632,0.0003136117,0.0004313463,0.001523317,0.0001470913,0.00001753739],"category_scores_gemma":[0.0009375,0.0002431762,0.00006519593,0.001495032,0.0001501031,0.00219127,0.002501743,0.0006806587,0.00002675948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000882257,"about_ca_system_score_gemma":0.00005693119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003045609,"about_ca_topic_score_gemma":0.00006470329,"domain_scores_codex":[0.9974586,0.000182615,0.0003803418,0.001163647,0.0002686975,0.0005460787],"domain_scores_gemma":[0.9977927,0.0008294251,0.0003185963,0.0008232318,0.0001660157,0.0000700009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106111,0.0007785619,0.5500097,0.0001398357,0.00008081451,0.00009675221,0.05139748,0.0001139118,0.004892057,0.003250621,0.0001394495,0.3889902],"study_design_scores_gemma":[0.0005350002,0.00003010674,0.8122475,0.0001196363,0.000004171573,0.000001885412,0.002063767,0.1650155,0.009422856,0.01029692,0.000004256382,0.0002584781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859012,0.00003689394,0.01141986,0.001326225,0.0002812158,0.0002669086,0.000003199335,0.00062567,0.0001388126],"genre_scores_gemma":[0.9983315,0.000003333634,0.001314463,0.0001234201,0.0001724934,0.00001761913,0.000005644162,0.00001424024,0.00001730582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3887317,"threshold_uncertainty_score":0.9916436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009450779","doi":"10.1145/3386280.3386283","title":"Empowering people with dementia to share and socialize","year":2020,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"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":"Storytelling; Dementia; Situated; Best practice; Face (sociological concept); Public relations; Work (physics); Psychology; Sociology; Knowledge management; Computer science; Political science; Medicine; Engineering; Narrative","authors":[{"name":"Jiamin Dai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.18535036289514,"gpt":0.4470991701544183,"spread":0.2617488072592783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005742391,0.0002065796,0.0003460738,0.00004141671,0.001503173,0.0000812254,0.0003684665,0.0000937904,0.0002042362],"category_scores_gemma":[0.000198483,0.0001722092,0.00002285721,0.0003346661,0.00003822596,0.000289616,0.001369893,0.000374377,0.00001837136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004775857,"about_ca_system_score_gemma":0.0001124425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006389971,"about_ca_topic_score_gemma":0.0006457198,"domain_scores_codex":[0.9977481,0.0002281092,0.0005788688,0.0006169309,0.0002653523,0.000562573],"domain_scores_gemma":[0.9982928,0.0005290778,0.0002297687,0.0002653566,0.0001036086,0.0005794142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522579,0.00003154872,0.9594488,0.0022719,0.00002365814,0.000002075549,0.02015327,0.000008606083,0.00003759993,0.0001096337,0.0002048829,0.01755578],"study_design_scores_gemma":[0.002019904,0.0005825693,0.9747478,0.001402019,0.00006355959,9.427983e-7,0.01509224,0.002512588,0.0001649999,0.0007189288,0.002173458,0.0005210278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925676,0.0003919444,0.002221248,0.002583914,0.0001826161,0.001140552,0.00002261522,0.0001143535,0.0007751529],"genre_scores_gemma":[0.9874158,0.00002244766,0.002089709,0.01011747,0.0002316391,0.0000496312,0.0000383553,0.00001983339,0.0000150996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01703476,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2264380431","doi":"10.1145/2809904.2809913","title":"PERFORMANCE EVALUATION FOR TOUCH-BASED INTERACTION OF OLDER ADULTS","year":2015,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":1,"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":"Selection (genetic algorithm); Computer science; Human–computer interaction; Older people; Work (physics); Psychology; Applied psychology; Cognitive psychology; Artificial intelligence; Gerontology; Medicine; Engineering","authors":[{"name":"Afroza Sultana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1216844378609882,"gpt":0.3838450673531307,"spread":0.2621606294921425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559926,0.0001286032,0.0001844889,0.0001050812,0.0002023247,0.0001074951,0.0003364506,0.00006156625,0.00002813146],"category_scores_gemma":[0.00295545,0.0001178098,0.00005716575,0.000228341,0.00007068861,0.0009446621,0.0001236622,0.0001403941,0.000002530062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005983775,"about_ca_system_score_gemma":0.00009264691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007005216,"about_ca_topic_score_gemma":0.00001786383,"domain_scores_codex":[0.9985182,0.0001394767,0.0004050067,0.0004461058,0.0003055454,0.0001856257],"domain_scores_gemma":[0.9978585,0.001001673,0.0003197067,0.0003615355,0.0003765434,0.00008205495],"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":[0.001690193,0.0007804268,0.08857539,0.000603288,0.00001851535,0.00000136794,0.00507911,0.01697387,0.02490185,0.0001151238,0.0002237531,0.8610371],"study_design_scores_gemma":[0.001287691,0.0001374787,0.02469862,0.000164807,0.00002501642,0.000004025587,0.0006445124,0.6565617,0.3160299,0.0002584136,0.00005221034,0.0001356323],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951478,0.00001162422,0.002930735,0.0001627201,0.0005786504,0.0005746142,0.000006976176,0.00005302033,0.0005339004],"genre_scores_gemma":[0.9990803,0.000002426091,0.0005617992,0.0001954889,0.0001005419,0.00003082024,0.000007431264,0.000009929015,0.0000112607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8609015,"threshold_uncertainty_score":0.4804146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992534923","doi":"10.1145/1731849.1731854","title":"Using interactive objects for speech intervention","year":2010,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Intervention (counseling); Computer science; Microcontroller; Human–computer interaction; Plan (archaeology); Speech recognition; Multimedia; Embedded system; Psychology","authors":[{"name":"Foad Hamidi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06693970753407455,"gpt":0.3745554076489921,"spread":0.3076157001149176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001396714,0.0002404095,0.000354639,0.0001847774,0.0004430185,0.001212647,0.001552641,0.0001407736,0.00001682327],"category_scores_gemma":[0.001267299,0.0002381174,0.0001586982,0.0004087933,0.00008254061,0.002816542,0.001671061,0.0004317772,0.000003609824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005304782,"about_ca_system_score_gemma":0.00007012981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003774329,"about_ca_topic_score_gemma":0.0003753022,"domain_scores_codex":[0.997779,0.0001653979,0.0005623822,0.0008823732,0.000239621,0.0003712045],"domain_scores_gemma":[0.996765,0.001377729,0.0004586522,0.0008671278,0.000399908,0.0001315764],"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":[0.00003862695,0.000200951,0.02500191,0.0001958251,0.0000507052,0.00000554278,0.001407925,0.00001116024,0.009185244,0.000597007,0.0000203167,0.9632848],"study_design_scores_gemma":[0.003264491,0.0002660619,0.08040683,0.0006326468,0.00007161357,0.0002771541,0.001401104,0.7762735,0.08807573,0.04761798,0.0003564435,0.001356411],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5740453,0.00003438581,0.4241562,0.00009711173,0.0009820677,0.0003682513,0.000003405115,0.0001397996,0.0001734736],"genre_scores_gemma":[0.9492637,8.538555e-7,0.05027668,0.0001275697,0.0002739815,0.00001945126,0.000004582872,0.00001507148,0.00001810804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9619284,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054999871","doi":"10.1145/1873532.1873533","title":"NTID International Symposium on Technology and Deaf Education","year":2010,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Czech; China; Library science; Political science; State (computer science); Medical education; Public relations; Medicine; Law; Computer science","authors":[{"name":"Anna Cavender","is_ca":false},{"name":"Richard E. Ladner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02192546603584871,"gpt":0.3653827987845603,"spread":0.3434573327487115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016534,0.0001317191,0.0001371239,0.0001842823,0.000275796,0.0002080577,0.0007801935,0.0001784842,0.0001152105],"category_scores_gemma":[0.0002390451,0.0001269586,0.00002223824,0.0002481291,0.0001558265,0.0002385616,0.0006714184,0.0004879143,0.00001579173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001687631,"about_ca_system_score_gemma":0.00003418277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126907,"about_ca_topic_score_gemma":0.00003600134,"domain_scores_codex":[0.9989125,0.00007217623,0.000272652,0.0004335074,0.0001106497,0.0001985686],"domain_scores_gemma":[0.9986759,0.0002432085,0.0001352331,0.0007860582,0.00008842252,0.00007111741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002972542,0.0002685006,0.5120747,0.0000151187,0.00002002342,6.412316e-7,0.0006611699,7.427714e-7,0.001557216,0.01890966,0.00008908303,0.4663734],"study_design_scores_gemma":[0.0004944692,0.00009429464,0.977555,0.00005612731,0.00001601724,0.00002814765,0.0006927259,0.0006761943,0.0009302192,0.01615071,0.003080867,0.0002252298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816701,0.0001055673,0.0002150356,0.005403735,0.001211207,0.0001799471,0.000001117484,0.0001334324,0.0110799],"genre_scores_gemma":[0.9978679,0.0000144923,0.001233614,0.0004382514,0.0002010597,0.00002216503,0.00001026969,0.00001114594,0.0002010709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661482,"threshold_uncertainty_score":0.5177222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404104773","doi":"10.1145/3703599.3703602","title":"Exploring AI-Based System for African Food Weight-Loss Recommendations","year":2024,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Weight loss; Data science; Medicine; Internal medicine","authors":[{"name":"Grace Ataguba","is_ca":true},{"name":"Halleluyah Oluwatobi Aworinde","is_ca":false},{"name":"Rita Orji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1373697181658385,"gpt":0.351625160342004,"spread":0.2142554421761655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004858646,0.0001914294,0.000352418,0.0001225778,0.0005428186,0.0002624046,0.0002107621,0.00005601265,0.00001716709],"category_scores_gemma":[0.0002272693,0.0001611391,0.00014616,0.0003998366,0.00007014455,0.0004002635,0.0002584203,0.0002045345,0.00000285271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204023,"about_ca_system_score_gemma":0.00007850261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005520523,"about_ca_topic_score_gemma":0.00001520395,"domain_scores_codex":[0.9984517,0.00004073902,0.0004373331,0.0005644068,0.0001925176,0.0003133421],"domain_scores_gemma":[0.9982948,0.0009981534,0.0000706436,0.000317298,0.0001814722,0.0001375741],"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":[0.001358898,0.001295344,0.2228357,0.03234489,0.001274975,0.0001136876,0.001984657,0.0001284406,0.0005370036,0.04140808,0.006635899,0.6900824],"study_design_scores_gemma":[0.02170306,0.005242161,0.4489042,0.02834449,0.002713355,0.0003192853,0.0190983,0.2324031,0.03013289,0.04642563,0.1604958,0.004217799],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557621,0.002554472,0.02389698,0.01495836,0.0009257635,0.0007504867,0.00007973675,0.0004379805,0.0006340971],"genre_scores_gemma":[0.99465,0.00005435898,0.004021097,0.0003572983,0.0006538582,0.0001644864,0.0000618718,0.00002432132,0.00001271529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6858646,"threshold_uncertainty_score":0.6571063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416697924","doi":"10.1145/3773967.3773978","title":"Developing a Research Agenda for Accessible Financial Technology","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; McGill University; University of British Columbia","funders":"","keywords":"Work (physics); Payment; Key (lock); FinTech; Financial services; Social innovation; User needs","authors":[{"name":"Jiamin Dai","is_ca":true},{"name":"Benjamin M. Gorman","is_ca":false},{"name":"Garreth W. Tigwell","is_ca":false},{"name":"Helena Marie Lyhme","is_ca":false},{"name":"Belén Barros Pena","is_ca":false},{"name":"Karyn Mofatt","is_ca":true},{"name":"Celine Latulipe","is_ca":true},{"name":"Valentina Andries","is_ca":false},{"name":"David Cropley","is_ca":false},{"name":"Zach Havens","is_ca":true},{"name":"Abi James","is_ca":false},{"name":"Shivaji Kumar","is_ca":false},{"name":"Anna Rohmann","is_ca":false},{"name":"Andra Sonea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1560918277994218,"gpt":0.4430867500451758,"spread":0.286994922245754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.003550232,0.0002825031,0.0004432209,0.001152048,0.00234073,0.001474821,0.007136428,0.000286356,0.000003084186],"category_scores_gemma":[0.005657306,0.0002823292,0.00007240003,0.003807177,0.0004119662,0.00126582,0.01099227,0.0007334548,0.000003035368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997536,"about_ca_system_score_gemma":0.001178531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061854,"about_ca_topic_score_gemma":0.0000709247,"domain_scores_codex":[0.9967747,0.0003094619,0.0007179949,0.0009283214,0.0003577213,0.000911767],"domain_scores_gemma":[0.9939042,0.003136815,0.0001883189,0.001786911,0.0009203338,0.0000634342],"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":[0.0000289368,0.00007995931,0.03226033,0.0007020237,0.0000395506,0.000006683083,0.001462852,0.00002323586,0.0001393317,0.5015786,0.001249458,0.4624291],"study_design_scores_gemma":[0.0008587701,0.00007562271,0.05603446,0.0008420942,0.00001056466,0.000008744789,0.0006212772,0.01754407,0.01430439,0.9030496,0.006090665,0.00055974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4010169,0.000756446,0.5881443,0.007499825,0.0006505886,0.0005199435,0.000001797247,0.0004000264,0.001010229],"genre_scores_gemma":[0.8145894,0.0000368168,0.1841671,0.0008769578,0.00007705582,0.00009602971,0.000003238878,0.00001183877,0.0001415579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4618693,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009235495","doi":"10.1145/3386402.3386407","title":"Factors related to braille reading acquisition among aging braille learners","year":2020,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Braille; Reading (process); Psychological intervention; Population; Psychology; Life expectancy; Computer science; Referral; Multimedia; Medicine; Family medicine; Linguistics","authors":[{"name":"Natalina Martiniello","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06971482649837041,"gpt":0.3307021043741558,"spread":0.2609872778757854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001602051,0.0002773454,0.0003342353,0.0001382413,0.0008803433,0.0006131183,0.000715724,0.0001148391,0.0001879626],"category_scores_gemma":[0.002866175,0.0002577026,0.0001062602,0.0008682162,0.0001146288,0.001485985,0.0008017182,0.0005126384,0.00003425224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005531349,"about_ca_system_score_gemma":0.00002592505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001519226,"about_ca_topic_score_gemma":0.0000149686,"domain_scores_codex":[0.9974377,0.0002356906,0.0005379551,0.001037057,0.0002972584,0.0004543851],"domain_scores_gemma":[0.9976922,0.001213988,0.000240967,0.0004303544,0.00005611848,0.0003663929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001201564,0.000161822,0.6550292,0.0001978066,0.00004717264,0.00005838923,0.03390079,0.004557158,0.257448,0.000997434,0.0004907424,0.0469914],"study_design_scores_gemma":[0.00105074,0.0002643352,0.4026593,0.0003112024,0.00006423792,0.00002173591,0.01080629,0.03858086,0.5417147,0.002149164,0.001055679,0.001321742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920039,0.00001021363,0.001281736,0.002344341,0.0003376075,0.0003002294,0.000007207148,0.0003888528,0.003325883],"genre_scores_gemma":[0.9969715,0.000005207547,0.0001014688,0.002614574,0.0001083851,0.000004101606,0.000006437288,0.00003007802,0.0001582441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842668,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416702534","doi":"10.1145/3773967.3773968","title":"Enhancing Music Accessibility through AI Systems for and with d/Deaf Individuals","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"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":"Lyrics; Formative assessment; Bridge (graph theory); Musical; Key (lock); Sign language","authors":[{"name":"Suhyeon Yoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05537379545764809,"gpt":0.3874015636035925,"spread":0.3320277681459444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002006843,0.0003168375,0.0005338922,0.00012874,0.0008494901,0.0008072389,0.001013322,0.0002221131,0.00002868374],"category_scores_gemma":[0.0004009827,0.0002684342,0.00005794859,0.0005214397,0.000241527,0.0008608915,0.001125682,0.0003973188,0.000001884554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006011708,"about_ca_system_score_gemma":0.0001075755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001033416,"about_ca_topic_score_gemma":0.0001464735,"domain_scores_codex":[0.9971424,0.0003904233,0.0007589036,0.0009804672,0.0001985848,0.000529221],"domain_scores_gemma":[0.9963387,0.001657157,0.0003183474,0.001387793,0.0002005996,0.00009740292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002085787,0.0003174243,0.9197203,0.001007457,0.0002097453,0.00000172572,0.005715076,0.00002040941,0.000141242,0.009802363,0.0003152392,0.06254047],"study_design_scores_gemma":[0.002240245,0.0002159309,0.9712282,0.0006670489,0.0001551027,0.000009214329,0.003152072,0.002039599,0.0005592758,0.01826526,0.0009886712,0.0004794146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426177,0.002654257,0.04996474,0.000777983,0.0004109571,0.001212243,0.000009229296,0.000187553,0.002165393],"genre_scores_gemma":[0.9959848,0.00002810816,0.002611589,0.0008367545,0.0001158072,0.0001578649,0.00001934571,0.00002219221,0.0002235601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06206106,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416702536","doi":"10.1145/3773967.3773973","title":"Supporting Older Adults' Software Learning via Live Assistance and Guided Mockup","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"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":"Asynchronous communication; Software; Asynchronous learning; Assistive technology; Educational technology; Assisted living","authors":[{"name":"Teerapaun Tanprasert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01396523185208017,"gpt":0.3394626290026709,"spread":0.3254973971505908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001536576,0.0002692149,0.0004294296,0.0001761557,0.002172756,0.000476851,0.001014344,0.0003272592,0.00003729396],"category_scores_gemma":[0.006784172,0.0002803347,0.00006583875,0.0007309025,0.0006418726,0.0007626679,0.00141893,0.0006404932,0.000002907786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009488659,"about_ca_system_score_gemma":0.0001602654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257201,"about_ca_topic_score_gemma":0.001481509,"domain_scores_codex":[0.9969696,0.0003403222,0.0006634655,0.0009904618,0.000316576,0.0007195423],"domain_scores_gemma":[0.9972021,0.00146941,0.0004105281,0.0004940123,0.00027648,0.0001474701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001579057,0.00004668271,0.6869048,0.0002555432,0.00002859737,0.00001151226,0.01127357,0.000007284431,0.00002020029,0.0004687167,0.00009160231,0.3008757],"study_design_scores_gemma":[0.001206445,0.00003277746,0.9536437,0.001112928,0.00006780714,0.000005182832,0.01901998,0.002574652,0.0006637889,0.02065906,0.0004556634,0.0005579548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719667,0.001566619,0.02282102,0.001388191,0.0002791961,0.0004997198,0.000001285914,0.0007087251,0.0007685649],"genre_scores_gemma":[0.99277,0.00006860513,0.006264794,0.0004184188,0.00009479407,0.00001807514,0.000003936078,0.00001632672,0.0003450274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003178,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320913707","doi":"10.1145/3584732.3584737","title":"Learning Music Blind: Understanding the Application of Technology to Support BLV Music Learning","year":2023,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Affordance; Flexibility (engineering); Wearable computer; Haptic technology; Computer science; Human–computer interaction; Wearable technology; Reading (process); Multimedia; Assistive technology; Psychology; Artificial intelligence","authors":[{"name":"Leon Lu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.122057496853205,"gpt":0.3691128654649544,"spread":0.2470553686117494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004832127,0.0001702327,0.0002481694,0.0004154357,0.001153827,0.0002030026,0.0008217056,0.000107142,0.00004281455],"category_scores_gemma":[0.003057333,0.0001414954,0.0000659135,0.002236325,0.0001874469,0.0003798319,0.0009999792,0.000677266,0.00003811695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006024813,"about_ca_system_score_gemma":0.00003950248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000766696,"about_ca_topic_score_gemma":0.00005861415,"domain_scores_codex":[0.9980412,0.0001931809,0.0004595413,0.000655309,0.0002677209,0.0003830888],"domain_scores_gemma":[0.9972395,0.00179978,0.0003210586,0.0004985079,0.00006807093,0.00007304581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002104032,0.00018289,0.1789365,0.0002536494,0.00004239465,0.00002951399,0.0141209,0.0316663,0.4232993,0.008481869,0.0001673266,0.3426089],"study_design_scores_gemma":[0.00275939,0.001364831,0.08608001,0.0004105458,0.0001815219,0.0001577118,0.09840592,0.3522654,0.3905799,0.061317,0.004729446,0.001748297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787175,0.000004496511,0.01849455,0.000870208,0.000205744,0.0003771428,0.000001740081,0.0003899122,0.0009386814],"genre_scores_gemma":[0.9993846,0.000008368856,0.00009535369,0.0002670452,0.00008505622,0.00002234265,0.000003699603,0.00001990045,0.0001135788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3408606,"threshold_uncertainty_score":0.8874424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186941039","doi":"10.1145/3477315.3477316","title":"Overview of ASSETS 2020","year":2021,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"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":"Attendance; Globe; Mainstream; Inclusion (mineral); Computer science; Diversity (politics); World Wide Web; Library science; Political science; Sociology; Medicine; Social science","authors":[{"name":"Hugo Nicolau","is_ca":false},{"name":"Karyn Moffatt","is_ca":true},{"name":"Tiago Guerreiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1798982410607976,"gpt":0.5035352602802587,"spread":0.3236370192194611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524903,0.0001521596,0.0004482937,0.000043037,0.0007324535,0.00001915725,0.0008758059,0.0002547258,0.0004989661],"category_scores_gemma":[0.003289384,0.0001408341,0.00007426018,0.0005119419,0.0002510719,0.0002060102,0.003125817,0.0007531698,0.00001129543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005404545,"about_ca_system_score_gemma":0.0002829203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001291476,"about_ca_topic_score_gemma":0.000181449,"domain_scores_codex":[0.9972601,0.0009313091,0.0008405994,0.000482454,0.0001769796,0.0003085592],"domain_scores_gemma":[0.9950042,0.002368075,0.000484986,0.001537517,0.0005165053,0.00008872426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001556046,0.0001306048,0.9373609,0.0005719126,0.00002879527,0.00000339586,0.000345946,8.821174e-7,0.0004797687,0.00267082,0.0003568669,0.05803455],"study_design_scores_gemma":[0.0005009651,0.00001795876,0.9845876,0.0003072871,0.00002593123,0.000002524255,0.00132159,0.0003093305,0.001166219,0.01019595,0.001422435,0.0001421799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869511,0.003587617,0.001822911,0.002198038,0.0002372072,0.000284985,0.00001244684,0.0001478269,0.004757903],"genre_scores_gemma":[0.9945889,0.0004334936,0.004027436,0.0007280087,0.00005639892,0.00001843622,0.00001899476,0.00001065288,0.0001177103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05789237,"threshold_uncertainty_score":0.5743049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416697907","doi":"10.1145/3773967.3773977","title":"Enabling Synchronous Hybrid Participation at Assets 2024","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Asynchronous communication; Hybrid system","authors":[{"name":"Oliver Alonzo","is_ca":false},{"name":"Emma J. McDonnell","is_ca":false},{"name":"Jesse J. Martinez","is_ca":false},{"name":"Jay Henderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1026633135364535,"gpt":0.4297138336980207,"spread":0.3270505201615673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008316887,0.0002451448,0.0004194734,0.0004637699,0.00127532,0.002725055,0.002474132,0.00006620349,0.0002894174],"category_scores_gemma":[0.01013497,0.0001999446,0.0001077813,0.001683449,0.0001873722,0.0008900565,0.006535355,0.0002245334,0.00008057531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260127,"about_ca_system_score_gemma":0.00008768746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493627,"about_ca_topic_score_gemma":0.0001008207,"domain_scores_codex":[0.9951496,0.0003707323,0.001204266,0.001727837,0.001011482,0.0005360538],"domain_scores_gemma":[0.993147,0.003712512,0.0004190468,0.002228829,0.0003341773,0.0001584343],"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":[0.00003242048,0.0001121109,0.2705163,0.00006099097,0.00003183767,0.00001059335,0.0002817962,0.001238308,0.00009981635,0.0006073003,0.01024502,0.7167635],"study_design_scores_gemma":[0.0008156534,0.00004623492,0.6911604,0.0002161643,0.00007650896,0.000006051879,0.0007558342,0.2282501,0.002560177,0.06385791,0.01173132,0.0005236493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302991,0.0004878641,0.0613724,0.0009885484,0.002004575,0.0002802841,0.000009827352,0.0001389253,0.004418494],"genre_scores_gemma":[0.9958804,0.000008326592,0.001197635,0.0004397252,0.0001168932,0.000008194135,0.00001583456,0.000007640132,0.002325409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7162399,"threshold_uncertainty_score":0.9983102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416702547","doi":"10.1145/3773967.3773979","title":"Overview of ASSETS 2024","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Guelph","funders":"","keywords":"Mainstream; Event (particle physics); Assistive technology; Information technology","authors":[{"name":"David R. Flatla","is_ca":true},{"name":"Faustina Hwang","is_ca":false},{"name":"Robin Brewer","is_ca":false},{"name":"Tiago Guerreiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07131824550064488,"gpt":0.4157484727545712,"spread":0.3444302272539263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230893,0.0002131317,0.0004916458,0.0001659882,0.0006088083,0.0005877466,0.001570133,0.0001599312,0.0002089524],"category_scores_gemma":[0.004127318,0.000204592,0.000152923,0.001171936,0.001107459,0.001456598,0.001468093,0.0002256573,0.000003890212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027,"about_ca_system_score_gemma":0.0003452608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948461,"about_ca_topic_score_gemma":0.001426414,"domain_scores_codex":[0.9973313,0.0003174057,0.0007840872,0.0006509387,0.0004589841,0.0004572455],"domain_scores_gemma":[0.996892,0.001649731,0.000265465,0.0007739609,0.0002901773,0.0001286165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002707741,0.0002345491,0.7058715,0.0009004393,0.00004942415,9.752257e-7,0.002664563,0.000005408214,0.00002532571,0.08420093,0.0003329914,0.2056868],"study_design_scores_gemma":[0.0004866024,0.00004004568,0.537701,0.000655544,0.0000657009,4.336974e-7,0.007735131,0.0002258422,0.0007665153,0.4483488,0.00358371,0.0003906765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980301,0.002263047,0.000296063,0.001035404,0.0005294367,0.0003763124,0.00001198003,0.0001232596,0.0973344],"genre_scores_gemma":[0.9979145,0.0001277038,0.0005150188,0.0002321958,0.00008113008,0.000008926445,0.000003974093,0.000008915094,0.001107632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641479,"threshold_uncertainty_score":0.834302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010401293","doi":"10.1145/3386402.3386403","title":"Overview of ASSETS 2018","year":2020,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; University of British Columbia","funders":"","keywords":"Mainstream; Assistive technology; Computer science; World Wide Web; Knowledge management; Political science; Human–computer interaction","authors":[{"name":"Faustina Hwang","is_ca":false},{"name":"Joanna McGrenere","is_ca":true},{"name":"David R. Flatla","is_ca":true},{"name":"Anke Brock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1627697173961048,"gpt":0.3978333846183601,"spread":0.2350636672222553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370402,0.0002207462,0.0005119944,0.00005174816,0.000487524,0.0005003953,0.001625695,0.0001374808,0.0002285207],"category_scores_gemma":[0.004919225,0.0002122344,0.0001509014,0.0007661825,0.001032455,0.001893554,0.001351514,0.0002178997,0.00001055819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005619023,"about_ca_system_score_gemma":0.0002009579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165646,"about_ca_topic_score_gemma":0.00038503,"domain_scores_codex":[0.9971663,0.0003136864,0.0007610735,0.0006943177,0.0006043122,0.0004602972],"domain_scores_gemma":[0.9975075,0.001036063,0.000361273,0.0005413504,0.0002153283,0.0003384975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006155838,0.0002341284,0.7953398,0.001097956,0.00004935652,0.000002688725,0.01771165,0.00001180728,0.00009986524,0.02193879,0.0003668658,0.1630856],"study_design_scores_gemma":[0.001422075,0.0003364157,0.7545375,0.0005314718,0.0001230638,0.000001803172,0.0246578,0.001465563,0.002528528,0.2059075,0.00715073,0.001337578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769526,0.001256026,0.000295073,0.003131798,0.0001769162,0.0003720398,0.00001980227,0.0001877509,0.01760805],"genre_scores_gemma":[0.9982296,0.00009427719,0.0007532893,0.0006235947,0.000234862,0.000004701337,0.000005721442,0.00001545038,0.00003853269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1839687,"threshold_uncertainty_score":0.8654668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416702399","doi":"10.1145/3773967.3773969","title":"Adaptive Artistic Technologies","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Stylus; Leverage (statistics); Creativity; Natural (archaeology); Creative work; Work (physics); Emerging technologies","authors":[{"name":"Rodolfo Cossovich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01937191082560007,"gpt":0.3091636823517551,"spread":0.289791771526155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140892,0.0001902075,0.0002485769,0.0001916867,0.0004231707,0.0004580405,0.002103653,0.00009521509,0.000005590444],"category_scores_gemma":[0.000775051,0.0001692713,0.00006095971,0.0007246347,0.0001593596,0.001119934,0.003026254,0.0002893367,0.000009058142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000048192,"about_ca_system_score_gemma":0.0000668105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006770199,"about_ca_topic_score_gemma":0.000009368937,"domain_scores_codex":[0.9984323,0.00008130988,0.000313114,0.0006948389,0.0001426327,0.0003358039],"domain_scores_gemma":[0.9981385,0.0006736848,0.0001351255,0.0008314606,0.0001854058,0.00003583106],"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":[0.0000584465,0.0002183382,0.0622661,0.0001516481,0.000129388,0.00003052126,0.0009345586,0.00007050776,0.003984732,0.3319112,0.0007004463,0.5995441],"study_design_scores_gemma":[0.0008410738,0.0001652033,0.3846371,0.0004269044,0.00004376034,0.00001376837,0.002711572,0.1442538,0.06128941,0.4045753,0.0003318541,0.000710208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2668529,0.0006131057,0.7241892,0.001360351,0.000377978,0.0001845114,0.000001584388,0.0002022384,0.006218112],"genre_scores_gemma":[0.991436,0.00001401076,0.007910945,0.0005285899,0.00001903899,0.000008791588,0.000001234395,0.000004050152,0.00007733426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7245831,"threshold_uncertainty_score":0.6902685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404105109","doi":"10.1145/3703599.3703604","title":"Future Research Directions for an Afrocentric E-Learning System","year":2024,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; E learning; Data science; Knowledge management; Human–computer interaction; World Wide Web; The Internet","authors":[{"name":"Gerry Chan","is_ca":true},{"name":"Grace Ataguba","is_ca":true},{"name":"Bilikis Banire","is_ca":true},{"name":"George Frempong","is_ca":true},{"name":"Rita Orji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09706116168909543,"gpt":0.3954134289668209,"spread":0.2983522672777255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003843048,0.0002135989,0.0002617367,0.0004860224,0.002283324,0.003820566,0.002996586,0.0001415231,0.000003077379],"category_scores_gemma":[0.0005827718,0.0001966112,0.00007220209,0.001884031,0.0001207821,0.002054236,0.002636072,0.0008553434,0.000006289839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753793,"about_ca_system_score_gemma":0.0002159538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624679,"about_ca_topic_score_gemma":0.00003319977,"domain_scores_codex":[0.9970327,0.0006835485,0.0004312048,0.0008011573,0.0004355391,0.0006158366],"domain_scores_gemma":[0.9955738,0.002674629,0.00007836894,0.001071862,0.0004604754,0.0001408644],"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":[0.00001973889,0.0001045953,0.008928235,0.00273518,0.00007594411,0.00001841166,0.01595609,0.0001968231,0.00008308206,0.1391154,0.0005071713,0.8322593],"study_design_scores_gemma":[0.0003786719,0.0002729358,0.02557082,0.001163431,0.00002599447,0.00008790992,0.01082338,0.9129948,0.0007903566,0.02696507,0.0201936,0.0007330477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6469894,0.008240902,0.3347602,0.001571702,0.002997973,0.0007265477,0.000004830536,0.002527479,0.002180987],"genre_scores_gemma":[0.976034,0.00009740035,0.02286132,0.00004553924,0.0007805008,0.00004615535,0.000008655545,0.00002438124,0.0001020614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.912798,"threshold_uncertainty_score":0.9990156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416702475","doi":"10.1145/3773967.3773974","title":"A Review of Assets'2024 from a Newbie Academic","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bachelor; Session (web analytics); Academic community; Work (physics)","authors":[{"name":"Martin Lettry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07028121061204397,"gpt":0.3951382092924758,"spread":0.3248569986804319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002176665,0.0001731628,0.0003952645,0.0001119429,0.0002334185,0.00009907761,0.0009180188,0.0001052241,0.0001826486],"category_scores_gemma":[0.004658693,0.0001544392,0.0001022158,0.0006834995,0.0001262086,0.0005519185,0.0007939083,0.0005630162,0.000007763297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002931384,"about_ca_system_score_gemma":0.00008551347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002917332,"about_ca_topic_score_gemma":0.00001543602,"domain_scores_codex":[0.9980415,0.0002274527,0.0006713993,0.0006420611,0.0001858377,0.0002317526],"domain_scores_gemma":[0.9963983,0.002498464,0.0003034778,0.0006516436,0.00007870657,0.0000694065],"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":[0.000186279,0.0004998924,0.1882977,0.01223642,0.0001091695,0.0000267341,0.001049588,0.00003514881,0.2258337,0.003436752,0.01044205,0.5578465],"study_design_scores_gemma":[0.001606143,0.0001162646,0.1667928,0.04180236,0.0004087841,0.00002842495,0.0006599291,0.008828741,0.6989011,0.05954489,0.02019856,0.001111961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869651,0.00515458,0.001069811,0.001591981,0.0006447774,0.0002904208,0.00002644876,0.0000844823,0.004172397],"genre_scores_gemma":[0.9905725,0.003693492,0.0002135759,0.00523272,0.00007514594,0.000007237904,0.000003326145,0.000007615039,0.0001944007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5567346,"threshold_uncertainty_score":0.6297846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404104788","doi":"10.1145/3703599.3703605","title":"Bridging the Privacy Gap: Analyzing Nigerian Disclosure Behaviors and Developing Culturally Relevant Interventions","year":2024,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Bridging (networking); Psychological intervention; Internet privacy; Culturally sensitive; Culturally appropriate; Psychology; Business; Computer science; Nursing; Social psychology; Computer security; Medicine; Family medicine","authors":[{"name":"Victor Yisa","is_ca":true},{"name":"Rita Orji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06196880855580393,"gpt":0.379488102271882,"spread":0.3175192937160781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002570398,0.0001956495,0.0002283453,0.0001105571,0.002698476,0.002827146,0.001107749,0.0001112381,0.00002068339],"category_scores_gemma":[0.002000309,0.0001441051,0.0001163988,0.0006794638,0.000373459,0.001739805,0.002096905,0.0004548359,0.000002401476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103834,"about_ca_system_score_gemma":0.0001355141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962446,"about_ca_topic_score_gemma":0.002411816,"domain_scores_codex":[0.9977286,0.0004179254,0.0005051527,0.0006451181,0.0002982499,0.0004049646],"domain_scores_gemma":[0.9987043,0.0004537558,0.0001569905,0.000463892,0.000102157,0.000118892],"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":[0.00001876587,0.00006726888,0.200448,0.0009218095,0.00009992618,0.00002191487,0.04847654,0.000008456582,0.0002990465,0.008890785,0.0002376317,0.7405098],"study_design_scores_gemma":[0.0005334831,0.0000764816,0.8734677,0.003851757,0.0003234624,0.00003709496,0.01987393,0.007801204,0.000545526,0.08787997,0.004418856,0.001190493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609184,0.004336832,0.02341027,0.009865596,0.0005472681,0.0004313747,0.00000946926,0.0002646738,0.0002161412],"genre_scores_gemma":[0.9975634,0.0004831875,0.001330516,0.0001007207,0.000445539,0.00001483587,0.00001460842,0.00001337742,0.00003382291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7393193,"threshold_uncertainty_score":0.9985999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}