{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"966fb9e76837","filters":{"venue":"Including Disability"}},"results":[{"id":"W4387273058","doi":"10.51357/id.vi1.170","title":"The Disability Tax and the Accessibility Tax","year":2022,"lang":"en","type":"article","venue":"Including Disability","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Business; Disabled people; Public economics; Economics; Psychology; Medicine; Applied psychology","authors":[{"name":"Sara H. Olsen","is_ca":true},{"name":"Stephanie J. Cork","is_ca":true},{"name":"Petra Anders","is_ca":true},{"name":"Ron Padrón","is_ca":true},{"name":"Alexandra Peterson","is_ca":true},{"name":"Amanda Strausser","is_ca":true},{"name":"Paul T. Jaeger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2026247344866291,"gpt":0.4390976261157157,"spread":0.2364728916290866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231889,0.0002383026,0.0002358089,0.0008926161,0.002358,0.003434389,0.0004228068,0.002541198,0.02145405],"category_scores_gemma":[0.007974675,0.0001266478,0.0003589744,0.0009033809,0.001842665,0.003674347,0.002525205,0.003106313,0.001745946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394339,"about_ca_system_score_gemma":0.004366149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03350896,"about_ca_topic_score_gemma":0.04126791,"domain_scores_codex":[0.9984611,0.0003544905,0.00006061044,0.000112354,0.0005741676,0.0004372644],"domain_scores_gemma":[0.9979678,0.0006770829,0.0002527208,0.0002034821,0.0005647456,0.0003342513],"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":[0.00002913723,0.00002299807,0.002371496,0.00002640655,0.000007696559,0.0001245174,0.0003989702,0.0004647393,0.00005811377,0.9195344,0.05267409,0.02428733],"study_design_scores_gemma":[0.00002140104,0.00004479132,0.00663897,0.0002264423,0.00001430708,0.0003123459,0.001538814,0.0006764762,0.0001731357,0.1595187,0.8308023,0.00003236052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03982998,0.006004185,0.00796199,0.1575886,0.003600662,0.00005820594,0.001353832,0.0001079093,0.7834947],"genre_scores_gemma":[0.7179476,0.007943673,0.002396313,0.024788,0.002951071,0.0001075182,0.0007978384,0.0001029317,0.242965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03350896,"threshold_uncertainty_score":0.07177091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417207051","doi":"10.51357/id.v6i.344","title":"Assistive Technology in K-12 Schools on Prince Edward Island:","year":2025,"lang":"","type":"article","venue":"Including Disability","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":true},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Assistive technology; Feeling; Point (geometry); Key (lock); Face (sociological concept); Professional development; Educational technology","authors":[{"name":"Tessa Jackson","is_ca":false},{"name":"Elizabeth Blake","is_ca":true},{"name":"Emily Cook-Mcdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07989844257838201,"gpt":0.44025167083862,"spread":0.360353228260238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005917177,0.0001464649,0.0002372409,0.0007828,0.002592725,0.001970026,0.0006903063,0.0004040108,0.003419165],"category_scores_gemma":[0.002049842,0.00027547,0.0001787508,0.001304458,0.001269666,0.001217118,0.002649218,0.0007534774,0.0004715197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003955131,"about_ca_system_score_gemma":0.009895984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.414248,"about_ca_topic_score_gemma":0.6241989,"domain_scores_codex":[0.9993823,0.0001172528,0.00004270708,0.00007327943,0.0001453574,0.0002392439],"domain_scores_gemma":[0.9975695,0.0005272418,0.0004159247,0.0001067935,0.0007279739,0.0006524241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681946,0.0002209734,0.7295248,0.00101954,0.00004000241,0.003536283,0.1394802,0.0004037208,0.002371667,0.002006454,0.003013184,0.118215],"study_design_scores_gemma":[0.000005918464,0.0001537922,0.7164872,0.0005951445,0.00002589253,0.0005403683,0.2653514,0.0003392642,0.0006521475,0.0002874389,0.01552375,0.00003762864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945329,0.0002863019,0.0001730021,0.0005677335,0.00000468287,0.0000259522,0.0001378222,0.00001253715,0.004259006],"genre_scores_gemma":[0.9965752,0.0004737436,0.000434451,0.0001388795,0.000001741985,0.00003439594,0.0000833224,0.000004531463,0.002253829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.585752,"threshold_uncertainty_score":0.8236736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388089542","doi":"10.51357/id.vi3.233","title":"#ActuallyAutistic community and métis autistic rhetoric on Twitter","year":2023,"lang":"en","type":"article","venue":"Including Disability","topic":"Autism Spectrum Disorder Research","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":"Ableism; Rhetoric; Normative; Agency (philosophy); Sociology; Identity (music); Autism; Media studies; Power (physics); Space (punctuation); Aesthetics; Psychology; Art; Political science; Computer science; Gender studies; Linguistics; Social science; Law","authors":[{"name":"H. Brünner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1673753929322744,"gpt":0.3866838799050109,"spread":0.2193084869727365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237606,0.000275849,0.0001983169,0.00146575,0.004779711,0.004808411,0.0003045543,0.0008162845,0.005247962],"category_scores_gemma":[0.005432742,0.0001568085,0.0001556979,0.0008272901,0.005631804,0.004153373,0.003770015,0.001185846,0.0007961011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719594,"about_ca_system_score_gemma":0.0006847787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003558131,"about_ca_topic_score_gemma":0.007357476,"domain_scores_codex":[0.998687,0.0006525734,0.00005472493,0.0001314533,0.0003174662,0.0001566959],"domain_scores_gemma":[0.9956594,0.002712273,0.0008538832,0.0001683133,0.0003295113,0.0002766467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002351519,0.00004575662,0.04748563,0.000233907,0.00002435731,0.001869267,0.8729398,0.00008156005,0.007416159,0.03694919,0.005962411,0.02675688],"study_design_scores_gemma":[0.0000137518,0.00009473104,0.07673442,0.0003977261,0.00003082669,0.001525581,0.7508243,0.0006644069,0.003364163,0.007864894,0.1584345,0.00005067778],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907424,0.0006332699,0.001101686,0.005890455,0.0001558838,0.00002051094,0.0001611126,0.00005583364,0.1012389],"genre_scores_gemma":[0.9938537,0.0002061216,0.0002627047,0.0003313979,0.00004789311,0.00001364052,0.00004999164,0.00003225634,0.00520238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005247962,"threshold_uncertainty_score":0.01755613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388090089","doi":"10.51357/id.vi3.245","title":"That special hand that reaches for me","year":2023,"lang":"en","type":"article","venue":"Including Disability","topic":"Canadian Identity and History","field":"Social Sciences","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":"Permission; Poetry; Visual arts; Media studies; History; Art; Sociology; Political science; Law; Literature","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.151975958305542,"gpt":0.3436335401129573,"spread":0.1916575818074153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007438698,0.0007553153,0.000591641,0.0006597054,0.00911981,0.005486482,0.0007321258,0.002600802,0.106646],"category_scores_gemma":[0.00585097,0.0003972284,0.0005316657,0.0005908515,0.003433513,0.003546048,0.004144614,0.008471779,0.06698354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002064006,"about_ca_system_score_gemma":0.004126756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04070871,"about_ca_topic_score_gemma":0.08416609,"domain_scores_codex":[0.9992718,0.0001420476,0.0000236314,0.0001267083,0.0002344546,0.0002013754],"domain_scores_gemma":[0.9984869,0.0001922531,0.00006383894,0.0001674458,0.0006587091,0.0004309493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001919573,0.000008762277,0.0001156205,0.00003330631,0.000002622229,0.0001338652,0.004083237,0.00001040191,0.0001678293,0.01579404,0.9636757,0.01595548],"study_design_scores_gemma":[0.000002770333,0.000003655494,0.000228729,0.00004908726,0.000001286709,0.0001011954,0.002742845,0.000005941062,0.00003536566,0.0007104834,0.9961149,0.000003891746],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00252635,0.003882095,0.002006502,0.1227864,0.0593832,0.0001143948,0.0004210802,0.0006766517,0.8082032],"genre_scores_gemma":[0.01884831,0.001204626,0.0008996705,0.02633707,0.003969349,0.00008015384,0.0001409052,0.0004344047,0.9480855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9592913,"threshold_uncertainty_score":0.3567663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417203921","doi":"10.51357/id.v6i.376","title":"The Act of Noticing","year":2025,"lang":"","type":"article","venue":"Including Disability","topic":"Disability Rights and Representation","field":"Social Sciences","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":"Summit; Conversation; Mentorship; Politics; Discussion board; Confidentiality","authors":[{"name":"Elizabeth Pineo","is_ca":false},{"name":"Stephanie Williams","is_ca":false},{"name":"Stephanie J. Cork","is_ca":false},{"name":"Taya Jendrika","is_ca":false},{"name":"Ashton Olver","is_ca":false},{"name":"Lauren Rotstein","is_ca":false},{"name":"Megan Chesney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05123118671231019,"gpt":0.396487322085568,"spread":0.3452561353732578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0137879,0.0008966825,0.0006635895,0.001028941,0.01543425,0.01119684,0.002146966,0.0102646,0.01111889],"category_scores_gemma":[0.05447787,0.0005222358,0.0006341587,0.0008174843,0.03291098,0.01461788,0.0146687,0.02009714,0.007197991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003386718,"about_ca_system_score_gemma":0.007359197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004086449,"about_ca_topic_score_gemma":0.005203446,"domain_scores_codex":[0.9660804,0.01712273,0.00155531,0.002753952,0.009067032,0.003420699],"domain_scores_gemma":[0.9710357,0.009040073,0.004013057,0.00599058,0.005833054,0.004087618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009968237,0.00004349537,0.001670129,0.0001906502,0.00002814318,0.001227634,0.1623113,0.0001147657,0.00127213,0.5549134,0.2324433,0.04568538],"study_design_scores_gemma":[0.000006392294,0.000030516,0.0003620492,0.0003105303,0.0000115922,0.001236905,0.0436716,0.0001016707,0.0005190034,0.04313775,0.910569,0.00004305852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04734362,0.005442932,0.03146998,0.3267304,0.03349189,0.0001669666,0.0001747986,0.0007609543,0.5544185],"genre_scores_gemma":[0.6450251,0.001815454,0.008044465,0.09647615,0.004061175,0.0002013556,0.0001308871,0.0006575566,0.2435879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01543425,"threshold_uncertainty_score":0.07291824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}