{"meta":{"query_hash":"64e13495062f","filters":{"venue":"ACM SIGACCESS Accessibility and Computing"},"cohort_total":26,"direct_labels_cover":0,"predictions_cover":26,"exported":26,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/64e13495062f","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0550325168107042,"score_gpt":0.3536954829918243,"score_spread":0.2986629661811201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975425733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964224,0.00032180906,0.0002679993,0.0012724447,0.00032526068,0.00031213713,0.0000025698052,0.0001640747,0.00091131893],"genre_scores_gemma":[0.99791765,0.0000550376,0.00027991537,0.0015044359,0.0001785756,0.000006739806,9.76749e-7,0.000011598241,0.00004506839],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982041,0.00019305338,0.00033745743,0.0006710391,0.00018001167,0.00041431736],"domain_scores_gemma":[0.9978888,0.0012283913,0.00016019799,0.0006246754,0.00003746066,0.000060444112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060557533,0.0001809557,0.00017811556,0.000047670095,0.0012592939,0.00044044657,0.0012325177,0.0000779425,0.0000052288674],"category_scores_gemma":[0.002309299,0.00011270087,0.00006267639,0.00035877523,0.00045588857,0.0003270842,0.0008753159,0.00031687584,0.0000070414326],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003527625,0.000666575,0.03533387,0.0002567622,0.000044018805,0.0019715524,0.01113584,0.00016655297,0.22386491,0.0098079,0.00024209857,0.71615714],"study_design_scores_gemma":[0.0044702254,0.0005435791,0.03826121,0.0002450521,0.00007308797,0.0027502077,0.0027621007,0.0008877155,0.7734929,0.17142543,0.0034732479,0.0016152867],"about_ca_topic_score_codex":0.00013962666,"about_ca_topic_score_gemma":0.00004718821,"teacher_disagreement_score":0.71454185,"about_ca_system_score_codex":0.000020485279,"about_ca_system_score_gemma":0.00008315325,"threshold_uncertainty_score":0.96855974},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06693970753407455,"score_gpt":0.3745554076489921,"score_spread":0.30761570011491757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992534923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5740453,0.00003438581,0.4241562,0.00009711173,0.0009820677,0.0003682513,0.0000034051152,0.00013979964,0.00017347363],"genre_scores_gemma":[0.9492637,8.538555e-7,0.050276678,0.00012756973,0.0002739815,0.000019451256,0.000004582872,0.0000150714795,0.00001810804],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997779,0.0001653979,0.00056238216,0.00088237325,0.00023962103,0.00037120449],"domain_scores_gemma":[0.996765,0.0013777287,0.00045865224,0.0008671278,0.00039990802,0.00013157638],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013967142,0.0002404095,0.00035463896,0.00018477741,0.0004430185,0.0012126467,0.0015526414,0.00014077361,0.00001682327],"category_scores_gemma":[0.0012672986,0.00023811744,0.00015869818,0.00040879328,0.00008254061,0.0028165423,0.0016710609,0.00043177718,0.0000036098236],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038626953,0.00020095096,0.025001911,0.00019582508,0.000050705195,0.0000055427804,0.0014079254,0.000011160242,0.009185244,0.00059700705,0.0000203167,0.9632848],"study_design_scores_gemma":[0.0032644907,0.00026606192,0.08040683,0.00063264684,0.00007161357,0.00027715415,0.0014011037,0.77627355,0.08807573,0.047617983,0.0003564435,0.0013564107],"about_ca_topic_score_codex":0.00037743294,"about_ca_topic_score_gemma":0.00037530216,"teacher_disagreement_score":0.96192837,"about_ca_system_score_codex":0.00005304782,"about_ca_system_score_gemma":0.00007012981,"threshold_uncertainty_score":0.99982417},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Computer vision; Artificial intelligence; Color vision; Calibration; Human–computer interaction; Mathematics","score_opus":0.08334729475526746,"score_gpt":0.38538397314581574,"score_spread":0.30203667839054826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993314117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96437985,0.00015966782,0.033075403,0.00027035034,0.00033487775,0.00080126117,0.00002090163,0.00026425245,0.0006934588],"genre_scores_gemma":[0.9901114,0.000010365377,0.008290335,0.0012291623,0.00021723029,0.000048368758,0.000008393036,0.00003378532,0.000050926057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966886,0.00028111826,0.0005957956,0.0010810067,0.00051113946,0.00084236084],"domain_scores_gemma":[0.9971573,0.0013035258,0.00040172366,0.0006754413,0.0001377903,0.00032423632],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020703883,0.00035895896,0.00041460627,0.00013763015,0.0013103548,0.0008312883,0.001154851,0.00017884678,0.00010463421],"category_scores_gemma":[0.0020039477,0.000272081,0.00008234649,0.0006945915,0.0003130412,0.0023971784,0.00084132364,0.00029690546,0.000012105225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005596111,0.0018750195,0.5612583,0.0012568539,0.000017412227,0.000002783158,0.0059255483,0.000078627636,0.09368817,0.005786461,0.00016775871,0.32938346],"study_design_scores_gemma":[0.0040792897,0.0012304564,0.65426713,0.00038170884,0.00013966895,0.000070068636,0.0015818012,0.013595063,0.2955536,0.026152942,0.0011560027,0.0017922964],"about_ca_topic_score_codex":0.000017299759,"about_ca_topic_score_gemma":0.000006734874,"teacher_disagreement_score":0.32759118,"about_ca_system_score_codex":0.000058129946,"about_ca_system_score_gemma":0.00008614704,"threshold_uncertainty_score":0.9999898},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Slipping; Data science; Work (physics); Human–computer interaction; Engineering","score_opus":0.02129015324482303,"score_gpt":0.32015933596574525,"score_spread":0.2988691827209222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016455240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71365064,0.00022399324,0.28398952,0.0007452299,0.00020023102,0.00021681824,0.0000011886843,0.000052650023,0.00091974204],"genre_scores_gemma":[0.99042994,0.0000030766691,0.008909713,0.00057331263,0.000062349645,0.0000036992692,0.000002192003,0.000010176028,0.0000055180376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972629,0.00024686457,0.00076599774,0.0008220245,0.00036183774,0.00054039346],"domain_scores_gemma":[0.9947421,0.0025169041,0.00056826323,0.0015950882,0.0004799409,0.000097698554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036118664,0.00026173252,0.0003838634,0.00026829194,0.00059114216,0.00031014576,0.0038017887,0.00015617708,0.0000140596585],"category_scores_gemma":[0.0018744322,0.0001895905,0.000119093274,0.0013617298,0.00045987166,0.0011528042,0.0023201224,0.0004668521,0.000002515186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015620049,0.0002995331,0.82993793,0.00016309708,0.00005156082,0.00001479642,0.00094660925,0.000046216956,0.028977662,0.013244833,0.000018127555,0.12614344],"study_design_scores_gemma":[0.0005430149,0.00009618968,0.82008404,0.00011973956,0.000020985122,0.000020547941,0.00067276,0.015319309,0.14743152,0.015356237,0.000041896285,0.0002937439],"about_ca_topic_score_codex":0.00025660082,"about_ca_topic_score_gemma":0.000045931676,"teacher_disagreement_score":0.27677935,"about_ca_system_score_codex":0.00006314905,"about_ca_system_score_gemma":0.00012780803,"threshold_uncertainty_score":0.7731276},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.022417533279489903,"score_gpt":0.33390749601685193,"score_spread":0.311489962737362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046136296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9029723,0.000049988696,0.09274477,0.0022626263,0.00045065334,0.0005878023,0.000002879031,0.00040470884,0.000524268],"genre_scores_gemma":[0.99626803,0.000003856392,0.0028979382,0.00044231777,0.000302484,0.000035285757,0.000009838395,0.000015152615,0.000025074587],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981207,0.00022736072,0.0003708135,0.0006344244,0.00023024788,0.00041643195],"domain_scores_gemma":[0.99733466,0.001585164,0.0002506747,0.0004725489,0.0002423184,0.00011463162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013920629,0.00016731881,0.00024137324,0.00012530187,0.00080457766,0.0002911491,0.0008096225,0.0002182107,0.000036782727],"category_scores_gemma":[0.0034854654,0.00016752884,0.00007937702,0.00031869285,0.0002826357,0.0006111568,0.00023135016,0.00022717433,0.0000043946484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007550769,0.00015553142,0.16297339,0.0001764473,0.000014373148,4.5198692e-7,0.005890884,0.00008800628,0.000024893945,0.0024434836,0.00009869823,0.8280583],"study_design_scores_gemma":[0.00443684,0.00016285606,0.8083802,0.000738121,0.00007161056,0.0000017468094,0.008218528,0.13621925,0.0031475846,0.033837892,0.0038738635,0.0009115534],"about_ca_topic_score_codex":0.001060514,"about_ca_topic_score_gemma":0.0011878075,"teacher_disagreement_score":0.82714677,"about_ca_system_score_codex":0.00007231695,"about_ca_system_score_gemma":0.00006338503,"threshold_uncertainty_score":0.68316275},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Czech; China; Library science; Political science; State (computer science); Medical education; Public relations; Medicine; Law; Computer science","score_opus":0.021925466035848707,"score_gpt":0.36538279878456026,"score_spread":0.34345733274871154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054999871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816701,0.00010556728,0.00021503562,0.005403735,0.0012112067,0.00017994712,0.0000011174843,0.00013343236,0.011079902],"genre_scores_gemma":[0.99786794,0.000014492302,0.0012336136,0.00043825142,0.00020105967,0.000022165033,0.000010269687,0.000011145938,0.00020107086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891245,0.00007217623,0.00027265196,0.00043350738,0.000110649664,0.00019856858],"domain_scores_gemma":[0.99867594,0.00024320852,0.00013523313,0.0007860582,0.000088422516,0.00007111741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016534,0.00013171912,0.00013712393,0.00018428225,0.00027579602,0.00020805765,0.0007801935,0.00017848423,0.000115210496],"category_scores_gemma":[0.00023904514,0.00012695864,0.000022238237,0.00024812907,0.00015582648,0.00023856157,0.00067141844,0.00048791434,0.000015791735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029725416,0.00026850062,0.5120747,0.000015118702,0.000020023423,6.412316e-7,0.0006611699,7.4277136e-7,0.0015572163,0.018909663,0.00008908303,0.4663734],"study_design_scores_gemma":[0.0004944692,0.000094294635,0.977555,0.000056127312,0.00001601724,0.000028147648,0.00069272594,0.0006761943,0.0009302192,0.016150706,0.0030808668,0.00022522976],"about_ca_topic_score_codex":0.000126907,"about_ca_topic_score_gemma":0.000036001336,"teacher_disagreement_score":0.4661482,"about_ca_system_score_codex":0.000016876314,"about_ca_system_score_gemma":0.000034182765,"threshold_uncertainty_score":0.51772225},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.030631645779298954,"score_gpt":0.30766708280602495,"score_spread":0.277035437026726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105331304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82941663,0.0042090598,0.16471396,0.00095692155,0.00013639513,0.00020027178,0.000003336302,0.00017424044,0.00018916464],"genre_scores_gemma":[0.97658914,0.000020767186,0.022471165,0.00045586962,0.000406441,0.0000056867552,0.00001849985,0.0000091200955,0.000023317594],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835986,0.00021263513,0.00036250247,0.0005842459,0.00023434973,0.00024640094],"domain_scores_gemma":[0.998902,0.00029908124,0.00019524667,0.00043690117,0.000062226376,0.000104517036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496784,0.00018627306,0.00025271636,0.00010726712,0.00027422773,0.00063062634,0.00055878074,0.00005455726,0.0000065929203],"category_scores_gemma":[0.000111598165,0.00016102297,0.00003953473,0.00038492293,0.000077693636,0.0011913625,0.00031769238,0.0002079466,0.0000040360487],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046328696,0.000025279369,0.0058140117,0.00003004504,0.0000103058555,0.000003634491,0.0051300856,0.00003163034,0.0029988321,0.000063005646,0.000012809785,0.9858757],"study_design_scores_gemma":[0.001099151,0.00008567435,0.09419649,0.0000738539,0.000024501518,0.00006665998,0.0009192076,0.8902171,0.01223716,0.0001925623,0.0002737558,0.00061384734],"about_ca_topic_score_codex":0.00025721357,"about_ca_topic_score_gemma":0.00041992392,"teacher_disagreement_score":0.98526186,"about_ca_system_score_codex":0.00002490653,"about_ca_system_score_gemma":0.000021545724,"threshold_uncertainty_score":0.6566326},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.12168443786098822,"score_gpt":0.38384506735313073,"score_spread":0.2621606294921425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264380431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99514776,0.000011624224,0.002930735,0.0001627201,0.00057865045,0.00057461415,0.000006976176,0.00005302033,0.0005339004],"genre_scores_gemma":[0.9990803,0.000002426091,0.00056179916,0.00019548894,0.00010054188,0.00003082024,0.0000074312643,0.000009929015,0.000011260696],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985182,0.00013947667,0.00040500672,0.00044610584,0.0003055454,0.00018562569],"domain_scores_gemma":[0.99785846,0.0010016729,0.00031970665,0.00036153547,0.00037654335,0.000082054954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035599264,0.00012860319,0.00018448888,0.00010508121,0.00020232469,0.00010749507,0.00033645055,0.00006156625,0.000028131464],"category_scores_gemma":[0.0029554495,0.00011780985,0.000057165747,0.00022834101,0.000070688606,0.0009446621,0.00012366219,0.00014039406,0.0000025300621],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016901926,0.00078042684,0.088575386,0.000603288,0.000018515351,0.0000013679398,0.0050791097,0.016973872,0.024901854,0.00011512381,0.00022375309,0.86103714],"study_design_scores_gemma":[0.0012876907,0.0001374787,0.024698617,0.00016480705,0.000025016425,0.0000040255873,0.00064451236,0.6565617,0.31602994,0.00025841355,0.000052210344,0.00013563235],"about_ca_topic_score_codex":0.000070052156,"about_ca_topic_score_gemma":0.000017863826,"teacher_disagreement_score":0.8609015,"about_ca_system_score_codex":0.000059837752,"about_ca_system_score_gemma":0.00009264691,"threshold_uncertainty_score":0.48041463},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.10644600219855005,"score_gpt":0.38095002799644034,"score_spread":0.2745040257978903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003207877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883092,0.00010219563,0.010306758,0.0003279728,0.000060442475,0.0005160856,0.0000022096922,0.00005736082,0.00031775085],"genre_scores_gemma":[0.9971615,0.00004924288,0.0015362613,0.0011874532,0.0000136895,0.000033390992,0.000001723421,0.000007808009,0.00000891281],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99800336,0.00064186065,0.00052007695,0.000378597,0.0001735122,0.00028260198],"domain_scores_gemma":[0.99506116,0.0035768412,0.00027292094,0.0009030922,0.00009479111,0.000091171794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016801371,0.00013086051,0.00018481583,0.00006276171,0.0006109466,0.00011590594,0.0010496208,0.000081873004,0.0000075886346],"category_scores_gemma":[0.0048964815,0.00009354889,0.000039055136,0.00045944,0.0003969181,0.0002190382,0.00042981858,0.0002143366,0.0000036205718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005359871,0.0006929233,0.1484582,0.0003238663,0.00004842571,0.000026235757,0.01848594,0.0012371637,0.4152204,0.012713107,0.00032950612,0.40192825],"study_design_scores_gemma":[0.0016806666,0.000823455,0.07365788,0.00013771771,0.000086258544,0.000105630446,0.002522766,0.0060108635,0.8697561,0.041712087,0.00255235,0.0009542127],"about_ca_topic_score_codex":0.00003063957,"about_ca_topic_score_gemma":0.000047477617,"teacher_disagreement_score":0.45453572,"about_ca_system_score_codex":0.000011204469,"about_ca_system_score_gemma":0.00008675501,"threshold_uncertainty_score":0.5861899},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06971482649837041,"score_gpt":0.33070210437415576,"score_spread":0.26098727787578535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009235495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920039,0.000010213634,0.0012817363,0.002344341,0.0003376075,0.0003002294,0.0000072071484,0.0003888528,0.003325883],"genre_scores_gemma":[0.9969715,0.0000052075466,0.000101468795,0.0026145736,0.000108385124,0.000004101606,0.0000064372875,0.000030078025,0.00015824415],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99743766,0.00023569058,0.0005379551,0.0010370567,0.0002972584,0.00045438507],"domain_scores_gemma":[0.99769217,0.0012139879,0.00024096701,0.00043035444,0.000056118475,0.00036639287],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001602051,0.00027734536,0.00033423526,0.0001382413,0.0008803433,0.00061311835,0.00071572396,0.00011483906,0.00018796259],"category_scores_gemma":[0.0028661746,0.00025770257,0.00010626016,0.0008682162,0.000114628834,0.0014859845,0.00080171815,0.0005126384,0.000034252243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012015635,0.00016182195,0.6550292,0.00019780664,0.00004717264,0.000058389225,0.03390079,0.0045571583,0.25744796,0.000997434,0.0004907424,0.0469914],"study_design_scores_gemma":[0.0010507397,0.00026433522,0.4026593,0.00031120243,0.00006423792,0.00002173591,0.010806286,0.038580857,0.5417147,0.002149164,0.001055679,0.0013217423],"about_ca_topic_score_codex":0.00015192265,"about_ca_topic_score_gemma":0.000014968597,"teacher_disagreement_score":0.28426677,"about_ca_system_score_codex":0.000055313485,"about_ca_system_score_gemma":0.000025925046,"threshold_uncertainty_score":0.99998754},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.18535036289514,"score_gpt":0.4470991701544183,"score_spread":0.2617488072592783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009450779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925676,0.00039194437,0.0022212483,0.0025839142,0.00018261615,0.0011405523,0.000022615222,0.00011435349,0.0007751529],"genre_scores_gemma":[0.9874158,0.000022447664,0.0020897088,0.01011747,0.0002316391,0.000049631202,0.000038355298,0.000019833386,0.000015099604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774814,0.00022810919,0.00057886884,0.00061693095,0.0002653523,0.000562573],"domain_scores_gemma":[0.9982928,0.00052907784,0.00022976866,0.0002653566,0.00010360858,0.0005794142],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005742391,0.00020657957,0.00034607382,0.000041416708,0.001503173,0.0000812254,0.00036846646,0.000093790404,0.0002042362],"category_scores_gemma":[0.000198483,0.00017220924,0.000022857208,0.00033466605,0.00003822596,0.00028961603,0.0013698933,0.000374377,0.000018371356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015225791,0.000031548723,0.95944875,0.0022719002,0.00002365814,0.0000020755494,0.02015327,0.000008606083,0.000037599926,0.00010963366,0.00020488286,0.017555784],"study_design_scores_gemma":[0.0020199039,0.0005825693,0.9747478,0.0014020186,0.00006355959,9.427983e-7,0.015092235,0.0025125877,0.00016499993,0.0007189288,0.002173458,0.00052102783],"about_ca_topic_score_codex":0.00063899707,"about_ca_topic_score_gemma":0.00064571976,"teacher_disagreement_score":0.017034756,"about_ca_system_score_codex":0.000047758567,"about_ca_system_score_gemma":0.00011244254,"threshold_uncertainty_score":0.99979675},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.18732654153954875,"score_gpt":0.45612510569668546,"score_spread":0.2687985641571367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010254105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6012318,0.00032294297,0.39462748,0.0014121861,0.000015626743,0.0022170322,0.000005793483,0.000070528484,0.000096582065],"genre_scores_gemma":[0.98205686,0.000012991933,0.016966764,0.00046304177,0.000030887106,0.00044317113,0.000012699927,0.000011652709,0.0000019126023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782926,0.0007790485,0.00050820486,0.0004767022,0.00020686358,0.00019994954],"domain_scores_gemma":[0.99554366,0.0024683084,0.0005457061,0.00052505767,0.00082886405,0.00008841929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027792372,0.00014317672,0.00035999235,0.00004205939,0.00067242194,0.000014448074,0.00043934782,0.00015897812,0.000014780523],"category_scores_gemma":[0.0012999681,0.00011952653,0.000024437046,0.00027842374,0.00023162118,0.00020599882,0.00050470745,0.00031251067,8.3783107e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007820396,0.0001159155,0.62663114,0.0004896759,0.00006433058,9.382377e-8,0.0062729805,0.00016491237,0.00046198856,0.0016502568,0.00005597683,0.36331066],"study_design_scores_gemma":[0.0027593689,0.00030447327,0.58655757,0.00013329148,0.00015700723,8.400823e-7,0.0074732667,0.39498243,0.0004893442,0.006886456,0.00006197049,0.00019397945],"about_ca_topic_score_codex":0.00013945247,"about_ca_topic_score_gemma":0.00013389217,"teacher_disagreement_score":0.3948175,"about_ca_system_score_codex":0.000054417596,"about_ca_system_score_gemma":0.00023128468,"threshold_uncertainty_score":0.51717937},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.16276971739610477,"score_gpt":0.3978333846183601,"score_spread":0.23506366722225533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010401293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97695255,0.0012560256,0.00029507303,0.0031317975,0.00017691619,0.0003720398,0.000019802272,0.00018775093,0.017608048],"genre_scores_gemma":[0.99822956,0.000094277195,0.00075328926,0.00062359474,0.000234862,0.000004701337,0.000005721442,0.00001545038,0.000038532686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716634,0.00031368638,0.00076107355,0.00069431774,0.0006043122,0.00046029722],"domain_scores_gemma":[0.9975075,0.001036063,0.000361273,0.0005413504,0.0002153283,0.00033849754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013704017,0.00022074618,0.0005119944,0.000051748157,0.000487524,0.0005003953,0.0016256953,0.0001374808,0.00022852066],"category_scores_gemma":[0.004919225,0.0002122344,0.00015090135,0.0007661825,0.0010324547,0.0018935543,0.0013515144,0.00021789965,0.000010558186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006155838,0.00023412837,0.79533976,0.0010979562,0.000049356524,0.0000026887253,0.017711652,0.00001180728,0.00009986524,0.021938791,0.00036686583,0.16308555],"study_design_scores_gemma":[0.0014220745,0.00033641566,0.75453746,0.0005314718,0.00012306377,0.0000018031717,0.024657805,0.0014655628,0.0025285282,0.20590754,0.0071507297,0.0013375782],"about_ca_topic_score_codex":0.0016564595,"about_ca_topic_score_gemma":0.00038503,"teacher_disagreement_score":0.18396874,"about_ca_system_score_codex":0.000056190234,"about_ca_system_score_gemma":0.00020095787,"threshold_uncertainty_score":0.8654668},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.17989824106079763,"score_gpt":0.5035352602802587,"score_spread":0.3236370192194611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186941039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98695105,0.003587617,0.0018229109,0.0021980382,0.00023720722,0.00028498497,0.00001244684,0.00014782691,0.0047579026],"genre_scores_gemma":[0.99458885,0.00043349364,0.0040274356,0.0007280087,0.000056398923,0.000018436222,0.000018994764,0.000010652883,0.00011771028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972601,0.00093130907,0.0008405994,0.00048245402,0.00017697962,0.00030855925],"domain_scores_gemma":[0.9950042,0.002368075,0.00048498597,0.0015375173,0.0005165053,0.00008872426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015249028,0.0001521596,0.0004482937,0.000043037002,0.00073245354,0.00001915725,0.00087580585,0.00025472578,0.0004989661],"category_scores_gemma":[0.003289384,0.00014083413,0.00007426018,0.0005119419,0.00025107194,0.00020601018,0.0031258173,0.00075316976,0.000011295435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015560458,0.00013060484,0.9373609,0.00057191256,0.000028795268,0.0000033958597,0.00034594597,8.8211743e-7,0.0004797687,0.0026708196,0.00035686695,0.058034554],"study_design_scores_gemma":[0.0005009651,0.00001795876,0.9845876,0.00030728712,0.000025931231,0.0000025242548,0.0013215904,0.00030933053,0.0011662195,0.010195949,0.0014224354,0.00014217988],"about_ca_topic_score_codex":0.00012914756,"about_ca_topic_score_gemma":0.00018144897,"teacher_disagreement_score":0.057892375,"about_ca_system_score_codex":0.000054045446,"about_ca_system_score_gemma":0.0002829203,"threshold_uncertainty_score":0.57430494},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.025140379433616192,"score_gpt":0.35140625544154314,"score_spread":0.32626587600792695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320913695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98590124,0.00003689394,0.011419863,0.0013262252,0.00028121582,0.0002669086,0.0000031993354,0.00062566996,0.00013881264],"genre_scores_gemma":[0.9983315,0.0000033336337,0.0013144631,0.00012342006,0.00017249338,0.000017619126,0.0000056441622,0.000014240236,0.000017305823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745864,0.00018261495,0.00038034184,0.0011636466,0.00026869753,0.0005460787],"domain_scores_gemma":[0.9977927,0.00082942506,0.00031859629,0.00082323176,0.00016601566,0.000070000904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006785864,0.000255215,0.00037229928,0.00034306318,0.00031361173,0.00043134633,0.0015233168,0.00014709133,0.000017537392],"category_scores_gemma":[0.00093750004,0.00024317617,0.000065195934,0.0014950319,0.00015010308,0.0021912695,0.002501743,0.0006806587,0.000026759482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011061107,0.0007785619,0.5500097,0.00013983568,0.000080814505,0.000096752214,0.05139748,0.00011391176,0.004892057,0.003250621,0.0001394495,0.38899016],"study_design_scores_gemma":[0.0005350002,0.000030106738,0.81224746,0.00011963625,0.000004171573,0.0000018854122,0.0020637666,0.16501547,0.009422856,0.010296919,0.000004256382,0.00025847807],"about_ca_topic_score_codex":0.0003045609,"about_ca_topic_score_gemma":0.00006470329,"teacher_disagreement_score":0.3887317,"about_ca_system_score_codex":0.0000882257,"about_ca_system_score_gemma":0.000056931192,"threshold_uncertainty_score":0.9916436},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.12205749685320501,"score_gpt":0.3691128654649544,"score_spread":0.24705536861174943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320913707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787175,0.0000044965113,0.018494548,0.000870208,0.00020574404,0.00037714277,0.0000017400807,0.00038991222,0.00093868136],"genre_scores_gemma":[0.99938464,0.0000083688565,0.00009535369,0.00026704516,0.00008505622,0.000022342652,0.0000036996025,0.000019900452,0.00011357881],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99804115,0.0001931809,0.00045954133,0.000655309,0.00026772093,0.0003830888],"domain_scores_gemma":[0.99723953,0.0017997797,0.00032105864,0.00049850787,0.00006807093,0.00007304581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048321267,0.00017023266,0.0002481694,0.00041543573,0.0011538274,0.00020300261,0.0008217056,0.00010714203,0.00004281455],"category_scores_gemma":[0.003057333,0.00014149542,0.000065913504,0.0022363246,0.00018744686,0.00037983188,0.0009999792,0.00067726604,0.00003811695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021040323,0.00018289003,0.17893653,0.00025364943,0.00004239465,0.000029513989,0.014120898,0.0316663,0.4232993,0.008481869,0.00016732662,0.3426089],"study_design_scores_gemma":[0.0027593903,0.0013648308,0.086080015,0.0004105458,0.00018152194,0.00015771178,0.09840592,0.35226545,0.39057988,0.061317,0.0047294456,0.0017482975],"about_ca_topic_score_codex":0.000076669596,"about_ca_topic_score_gemma":0.00005861415,"teacher_disagreement_score":0.3408606,"about_ca_system_score_codex":0.000060248127,"about_ca_system_score_gemma":0.00003950248,"threshold_uncertainty_score":0.8874424},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Weight loss; Data science; Medicine; Internal medicine","score_opus":0.1373697181658385,"score_gpt":0.351625160342004,"score_spread":0.21425544217616546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404104773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95576215,0.0025544723,0.02389698,0.014958364,0.0009257635,0.00075048674,0.000079736754,0.00043798052,0.00063409714],"genre_scores_gemma":[0.99465,0.00005435898,0.0040210974,0.00035729827,0.0006538582,0.00016448638,0.0000618718,0.000024321324,0.000012715294],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845165,0.00004073902,0.0004373331,0.0005644068,0.00019251762,0.00031334205],"domain_scores_gemma":[0.99829483,0.0009981534,0.0000706436,0.00031729802,0.00018147216,0.00013757413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048586458,0.00019142941,0.00035241796,0.0001225778,0.00054281857,0.0002624046,0.00021076213,0.000056012654,0.000017167087],"category_scores_gemma":[0.00022726925,0.00016113912,0.00014615997,0.00039983657,0.000070144546,0.00040026353,0.00025842033,0.0002045345,0.0000028527097],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013588985,0.0012953436,0.2228357,0.03234489,0.0012749749,0.00011368756,0.0019846568,0.00012844057,0.0005370036,0.041408084,0.0066358987,0.69008243],"study_design_scores_gemma":[0.021703059,0.0052421605,0.4489042,0.02834449,0.002713355,0.00031928532,0.019098302,0.23240307,0.030132888,0.04642563,0.16049579,0.004217799],"about_ca_topic_score_codex":0.000055205233,"about_ca_topic_score_gemma":0.0000152039465,"teacher_disagreement_score":0.6858646,"about_ca_system_score_codex":0.00012040232,"about_ca_system_score_gemma":0.00007850261,"threshold_uncertainty_score":0.6571063},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06196880855580393,"score_gpt":0.379488102271882,"score_spread":0.31751929371607807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404104788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96091837,0.004336832,0.023410274,0.009865596,0.0005472681,0.0004313747,0.0000094692605,0.0002646738,0.0002161412],"genre_scores_gemma":[0.9975634,0.0004831875,0.0013305161,0.00010072069,0.000445539,0.000014835866,0.000014608418,0.000013377416,0.000033822907],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977286,0.00041792545,0.0005051527,0.00064511807,0.00029824986,0.00040496464],"domain_scores_gemma":[0.9987043,0.00045375584,0.00015699047,0.00046389198,0.000102157035,0.00011889197],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025703977,0.0001956495,0.00022834529,0.000110557114,0.0026984764,0.0028271456,0.001107749,0.00011123812,0.000020683392],"category_scores_gemma":[0.0020003093,0.0001441051,0.00011639885,0.0006794638,0.00037345904,0.001739805,0.002096905,0.00045483594,0.000002401476],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018765873,0.00006726888,0.20044804,0.00092180946,0.000099926176,0.000021914868,0.048476536,0.000008456582,0.00029904646,0.008890785,0.00023763174,0.7405098],"study_design_scores_gemma":[0.0005334831,0.0000764816,0.87346774,0.003851757,0.0003234624,0.000037094956,0.019873928,0.0078012035,0.00054552604,0.08787997,0.0044188555,0.0011904928],"about_ca_topic_score_codex":0.0029624458,"about_ca_topic_score_gemma":0.002411816,"teacher_disagreement_score":0.7393193,"about_ca_system_score_codex":0.000110383364,"about_ca_system_score_gemma":0.00013551406,"threshold_uncertainty_score":0.9985999},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.09706116168909543,"score_gpt":0.39541342896682086,"score_spread":0.29835226727772546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404105109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6469894,0.008240902,0.3347602,0.0015717022,0.0029979725,0.0007265477,0.0000048305355,0.002527479,0.0021809868],"genre_scores_gemma":[0.976034,0.00009740035,0.02286132,0.000045539236,0.0007805008,0.000046155346,0.000008655545,0.000024381236,0.000102061385],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970327,0.00068354845,0.00043120477,0.00080115726,0.0004355391,0.0006158366],"domain_scores_gemma":[0.9955738,0.0026746285,0.00007836894,0.0010718622,0.00046047536,0.00014086436],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003843048,0.00021359893,0.00026173666,0.00048602244,0.0022833238,0.003820566,0.0029965865,0.00014152314,0.0000030773795],"category_scores_gemma":[0.0005827718,0.0001966112,0.00007220209,0.0018840305,0.000120782104,0.0020542357,0.0026360715,0.0008553434,0.000006289839],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019738894,0.00010459527,0.008928235,0.0027351803,0.00007594411,0.000018411663,0.015956089,0.00019682311,0.000083082065,0.13911542,0.00050717127,0.8322593],"study_design_scores_gemma":[0.0003786719,0.00027293575,0.025570825,0.0011634305,0.000025994474,0.000087909924,0.010823379,0.9129948,0.0007903566,0.026965067,0.0201936,0.00073304767],"about_ca_topic_score_codex":0.00016246788,"about_ca_topic_score_gemma":0.000033199765,"teacher_disagreement_score":0.912798,"about_ca_system_score_codex":0.00017537933,"about_ca_system_score_gemma":0.00021595383,"threshold_uncertainty_score":0.99901557},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Asynchronous communication; Hybrid system","score_opus":0.10266331353645347,"score_gpt":0.42971383369802074,"score_spread":0.32705052016156727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416697907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9302991,0.0004878641,0.061372403,0.0009885484,0.0020045752,0.00028028406,0.000009827352,0.00013892534,0.004418494],"genre_scores_gemma":[0.99588037,0.000008326592,0.0011976354,0.00043972518,0.00011689324,0.000008194135,0.000015834563,0.000007640132,0.002325409],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951496,0.0003707323,0.0012042662,0.001727837,0.0010114819,0.0005360538],"domain_scores_gemma":[0.993147,0.003712512,0.0004190468,0.0022288286,0.0003341773,0.0001584343],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008316887,0.00024514482,0.00041947336,0.00046376992,0.0012753201,0.0027250552,0.0024741325,0.00006620349,0.00028941737],"category_scores_gemma":[0.010134966,0.00019994464,0.0001077813,0.0016834489,0.00018737218,0.0008900565,0.0065353555,0.00022453339,0.00008057531],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032420485,0.00011211089,0.2705163,0.000060990973,0.000031837666,0.000010593348,0.00028179618,0.0012383084,0.000099816345,0.0006073003,0.010245016,0.7167635],"study_design_scores_gemma":[0.0008156534,0.000046234916,0.6911604,0.00021616426,0.000076508964,0.000006051879,0.00075583416,0.22825012,0.002560177,0.06385791,0.011731318,0.0005236493],"about_ca_topic_score_codex":0.00014936272,"about_ca_topic_score_gemma":0.00010082072,"teacher_disagreement_score":0.71623987,"about_ca_system_score_codex":0.00012601272,"about_ca_system_score_gemma":0.00008768746,"threshold_uncertainty_score":0.9983102},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.1560918277994218,"score_gpt":0.4430867500451758,"score_spread":0.28699492224575396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416697924","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40101686,0.000756446,0.5881443,0.007499825,0.0006505886,0.0005199435,0.0000017972475,0.00040002645,0.0010102295],"genre_scores_gemma":[0.81458944,0.0000368168,0.18416709,0.00087695784,0.00007705582,0.00009602971,0.0000032388775,0.000011838767,0.00014155795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99677473,0.0003094619,0.0007179949,0.00092832145,0.00035772132,0.00091176695],"domain_scores_gemma":[0.9939042,0.0031368148,0.00018831894,0.001786911,0.0009203338,0.0000634342],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0035502322,0.0002825031,0.0004432209,0.0011520485,0.00234073,0.0014748207,0.0071364283,0.000286356,0.000003084186],"category_scores_gemma":[0.005657306,0.00028232925,0.00007240003,0.0038071773,0.00041196618,0.0012658198,0.010992274,0.00073345477,0.0000030353683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028936796,0.00007995931,0.032260332,0.0007020237,0.0000395506,0.0000066830835,0.0014628525,0.00002323586,0.00013933169,0.50157857,0.0012494581,0.46242908],"study_design_scores_gemma":[0.0008587701,0.00007562271,0.056034464,0.00084209425,0.00001056466,0.000008744789,0.0006212772,0.017544074,0.014304391,0.9030496,0.006090665,0.00055974],"about_ca_topic_score_codex":0.00010618544,"about_ca_topic_score_gemma":0.0000709247,"teacher_disagreement_score":0.46186933,"about_ca_system_score_codex":0.00019975357,"about_ca_system_score_gemma":0.0011785311,"threshold_uncertainty_score":0.99996287},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Stylus; Leverage (statistics); Creativity; Natural (archaeology); Creative work; Work (physics); Emerging technologies","score_opus":0.019371910825600067,"score_gpt":0.30916368235175506,"score_spread":0.289791771526155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416702399","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2668529,0.00061310566,0.7241892,0.0013603511,0.00037797797,0.00018451136,0.0000015843877,0.00020223837,0.0062181116],"genre_scores_gemma":[0.991436,0.000014010758,0.007910945,0.0005285899,0.000019038991,0.000008791588,0.0000012343947,0.000004050152,0.00007733426],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984323,0.00008130988,0.00031311397,0.0006948389,0.00014263269,0.00033580392],"domain_scores_gemma":[0.9981385,0.00067368476,0.00013512548,0.0008314606,0.00018540584,0.000035831064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031408924,0.00019020755,0.0002485769,0.00019168672,0.00042317068,0.00045804054,0.0021036528,0.00009521509,0.000005590444],"category_scores_gemma":[0.000775051,0.00016927134,0.00006095971,0.0007246347,0.00015935958,0.0011199339,0.0030262535,0.00028933672,0.0000090581425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000584465,0.00021833817,0.062266096,0.00015164814,0.00012938796,0.000030521263,0.00093455863,0.00007050776,0.0039847316,0.33191124,0.0007004463,0.5995441],"study_design_scores_gemma":[0.0008410738,0.00016520328,0.38463712,0.00042690441,0.00004376034,0.00001376837,0.0027115722,0.14425384,0.061289407,0.4045753,0.00033185407,0.000710208],"about_ca_topic_score_codex":0.00006770199,"about_ca_topic_score_gemma":0.000009368937,"teacher_disagreement_score":0.7245831,"about_ca_system_score_codex":0.000048191996,"about_ca_system_score_gemma":0.0000668105,"threshold_uncertainty_score":0.69026846},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Session (web analytics); Academic community; Work (physics)","score_opus":0.07028121061204397,"score_gpt":0.39513820929247584,"score_spread":0.3248569986804319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416702475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869651,0.0051545803,0.0010698107,0.0015919807,0.0006447774,0.0002904208,0.000026448755,0.0000844823,0.004172397],"genre_scores_gemma":[0.9905725,0.0036934922,0.00021357586,0.0052327197,0.00007514594,0.0000072379044,0.0000033261454,0.000007615039,0.00019440065],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980415,0.00022745272,0.0006713993,0.00064206106,0.00018583774,0.00023175261],"domain_scores_gemma":[0.9963983,0.0024984642,0.00030347783,0.00065164355,0.00007870657,0.0000694065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002176665,0.00017316277,0.0003952645,0.00011194289,0.00023341848,0.00009907761,0.0009180188,0.00010522414,0.00018264855],"category_scores_gemma":[0.0046586934,0.00015443917,0.00010221575,0.0006834995,0.00012620862,0.0005519185,0.0007939083,0.00056301616,0.000007763297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018627901,0.0004998924,0.1882977,0.01223642,0.00010916949,0.000026734102,0.0010495882,0.000035148812,0.22583373,0.003436752,0.010442053,0.55784655],"study_design_scores_gemma":[0.001606143,0.000116264564,0.16679282,0.041802358,0.00040878408,0.000028424945,0.0006599291,0.0088287415,0.6989011,0.059544895,0.020198563,0.0011119606],"about_ca_topic_score_codex":0.0002917332,"about_ca_topic_score_gemma":0.000015436017,"teacher_disagreement_score":0.55673456,"about_ca_system_score_codex":0.00002931384,"about_ca_system_score_gemma":0.00008551347,"threshold_uncertainty_score":0.62978464},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Lyrics; Formative assessment; Bridge (graph theory); Musical; Key (lock); Sign language","score_opus":0.05537379545764809,"score_gpt":0.3874015636035925,"score_spread":0.3320277681459444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416702534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94261765,0.0026542568,0.049964737,0.000777983,0.00041095706,0.0012122429,0.000009229296,0.00018755304,0.0021653925],"genre_scores_gemma":[0.9959848,0.00002810816,0.0026115887,0.00083675445,0.00011580719,0.00015786487,0.000019345705,0.000022192207,0.00022356007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971424,0.00039042335,0.0007589036,0.0009804672,0.00019858478,0.00052922097],"domain_scores_gemma":[0.9963387,0.001657157,0.00031834736,0.0013877931,0.00020059964,0.00009740292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020068425,0.00031683745,0.0005338922,0.00012873995,0.00084949005,0.0008072389,0.0010133218,0.00022211311,0.000028683744],"category_scores_gemma":[0.0004009827,0.0002684342,0.000057948593,0.00052143965,0.00024152697,0.0008608915,0.0011256821,0.00039731877,0.0000018845541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020857873,0.00031742427,0.9197203,0.0010074566,0.0002097453,0.0000017257203,0.005715076,0.000020409407,0.00014124204,0.009802363,0.00031523922,0.06254047],"study_design_scores_gemma":[0.0022402448,0.00021593094,0.9712282,0.00066704885,0.00015510271,0.000009214329,0.0031520722,0.0020395995,0.0005592758,0.018265264,0.0009886712,0.0004794146],"about_ca_topic_score_codex":0.0010334157,"about_ca_topic_score_gemma":0.00014647345,"teacher_disagreement_score":0.06206106,"about_ca_system_score_codex":0.00006011708,"about_ca_system_score_gemma":0.00010757546,"threshold_uncertainty_score":0.9999768},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Asynchronous communication; Software; Asynchronous learning; Assistive technology; Educational technology; Assisted living","score_opus":0.013965231852080172,"score_gpt":0.33946262900267093,"score_spread":0.3254973971505908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416702536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9719667,0.0015666194,0.022821024,0.0013881907,0.0002791961,0.00049971975,0.0000012859138,0.0007087251,0.0007685649],"genre_scores_gemma":[0.99277,0.00006860513,0.0062647937,0.00041841881,0.00009479407,0.000018075138,0.000003936078,0.000016326716,0.0003450274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696964,0.00034032224,0.00066346553,0.0009904618,0.00031657598,0.0007195423],"domain_scores_gemma":[0.9972021,0.0014694103,0.0004105281,0.0004940123,0.00027648004,0.00014747014],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015365764,0.00026921494,0.00042942958,0.00017615566,0.0021727565,0.000476851,0.0010143443,0.0003272592,0.000037293958],"category_scores_gemma":[0.0067841723,0.00028033467,0.00006583875,0.0007309025,0.0006418726,0.00076266786,0.0014189302,0.00064049324,0.000002907786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015790574,0.00004668271,0.6869048,0.00025554321,0.000028597375,0.000011512261,0.011273569,0.000007284431,0.000020200287,0.00046871667,0.00009160231,0.30087572],"study_design_scores_gemma":[0.0012064448,0.00003277746,0.95364374,0.001112928,0.000067807145,0.000005182832,0.01901998,0.0025746515,0.00066378893,0.020659065,0.00045566336,0.0005579548],"about_ca_topic_score_codex":0.0022572011,"about_ca_topic_score_gemma":0.001481509,"teacher_disagreement_score":0.30031776,"about_ca_system_score_codex":0.00009488659,"about_ca_system_score_gemma":0.00016026535,"threshold_uncertainty_score":0.9999649},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mainstream; Event (particle physics); Assistive technology; Information technology","score_opus":0.07131824550064488,"score_gpt":0.41574847275457116,"score_spread":0.3444302272539263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416702547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8980301,0.0022630473,0.00029606296,0.0010354038,0.00052943674,0.00037631235,0.000011980026,0.00012325964,0.0973344],"genre_scores_gemma":[0.9979145,0.00012770381,0.0005150188,0.00023219585,0.00008113008,0.000008926445,0.0000039740935,0.000008915094,0.001107632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973313,0.00031740573,0.00078408717,0.00065093866,0.0004589841,0.00045724554],"domain_scores_gemma":[0.99689204,0.0016497314,0.00026546497,0.0007739609,0.00029017727,0.00012861649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022308931,0.00021313166,0.00049164577,0.00016598815,0.0006088083,0.0005877466,0.001570133,0.00015993115,0.00020895244],"category_scores_gemma":[0.004127318,0.00020459201,0.00015292299,0.0011719363,0.0011074588,0.001456598,0.0014680935,0.00022565735,0.0000038902117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027077409,0.00023454908,0.7058715,0.00090043934,0.000049424154,9.752257e-7,0.002664563,0.0000054082143,0.000025325711,0.084200926,0.0003329914,0.20568681],"study_design_scores_gemma":[0.00048660237,0.00004004568,0.53770095,0.00065554405,0.0000657009,4.336974e-7,0.007735131,0.0002258422,0.0007665153,0.44834882,0.0035837102,0.00039067646],"about_ca_topic_score_codex":0.0029484609,"about_ca_topic_score_gemma":0.001426414,"teacher_disagreement_score":0.3641479,"about_ca_system_score_codex":0.00010270005,"about_ca_system_score_gemma":0.00034526084,"threshold_uncertainty_score":0.834302},"labels":[],"label_agreement":null}]}